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ORCIDBibTeX records: Flavian Vasile
@article{DBLP:journals/corr/abs-2403-11678,
author = {Antoine Schnepf and
Karim Kassab and
Jean{-}Yves Franceschi and
Laurent Caraffa and
Flavian Vasile and
J{\'{e}}r{\'{e}}mie Mary and
Andrew Comport and
Val{\'{e}}rie Gouet{-}Brunet},
title = {Exploring 3D-aware Latent Spaces for Efficiently Learning Numerous
Scenes},
journal = {CoRR},
volume = {abs/2403.11678},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.11678},
doi = {10.48550/ARXIV.2403.11678},
eprinttype = {arXiv},
eprint = {2403.11678},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-11678.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/JeunenJOSVW23,
author = {Olivier Jeunen and
Thorsten Joachims and
Harrie Oosterhuis and
Yuta Saito and
Flavian Vasile and
Yixin Wang},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {{CONSEQUENCES} - The 2nd Workshop on Causality, Counterfactuals and
Sequential Decision-Making for Recommender Systems},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1223--1226},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608749},
doi = {10.1145/3604915.3608749},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/JeunenJOSVW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-11507,
author = {Veronika Shilova and
Ludovic Dos Santos and
Flavian Vasile and
Ga{\"{e}}tan Racic and
Ugo Tanielian},
title = {AdBooster: Personalized Ad Creative Generation using Stable Diffusion
Outpainting},
journal = {CoRR},
volume = {abs/2309.11507},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.11507},
doi = {10.48550/ARXIV.2309.11507},
eprinttype = {arXiv},
eprint = {2309.11507},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-11507.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-08094,
author = {Antoine Schnepf and
Flavian Vasile and
Ugo Tanielian},
title = {3DGEN: {A} GAN-based approach for generating novel 3D models from
image data},
journal = {CoRR},
volume = {abs/2312.08094},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.08094},
doi = {10.48550/ARXIV.2312.08094},
eprinttype = {arXiv},
eprint = {2312.08094},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-08094.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AoualiBBHIHRSVV22,
author = {Imad Aouali and
Amine Benhalloum and
Martin Bompaire and
Achraf Ait Sidi Hammou and
Sergey Ivanov and
Benjamin Heymann and
David Rohde and
Otmane Sakhi and
Flavian Vasile and
Maxime Vono},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Reward Optimizing Recommendation using Deep Learning and Fast Maximum
Inner Product Search},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {4772--4773},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3542622},
doi = {10.1145/3534678.3542622},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/kdd/AoualiBBHIHRSVV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/JeunenJOSV22,
author = {Olivier Jeunen and
Thorsten Joachims and
Harrie Oosterhuis and
Yuta Saito and
Flavian Vasile},
editor = {Jennifer Golbeck and
F. Maxwell Harper and
Vanessa Murdock and
Michael D. Ekstrand and
Bracha Shapira and
Justin Basilico and
Keld T. Lundgaard and
Even Oldridge},
title = {{CONSEQUENCES} - Causality, Counterfactuals and Sequential Decision-Making
for Recommender Systems},
booktitle = {RecSys '22: Sixteenth {ACM} Conference on Recommender Systems, Seattle,
WA, USA, September 18 - 23, 2022},
pages = {654--657},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3523227.3547409},
doi = {10.1145/3523227.3547409},
timestamp = {Mon, 26 Sep 2022 12:54:58 +0200},
biburl = {https://dblp.org/rec/conf/recsys/JeunenJOSV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-13845,
author = {Benjamin Heymann and
Flavian Vasile and
David Rohde},
title = {Welfare-Optimized Recommender Systems},
journal = {CoRR},
volume = {abs/2206.13845},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.13845},
doi = {10.48550/ARXIV.2206.13845},
eprinttype = {arXiv},
eprint = {2206.13845},
timestamp = {Mon, 04 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-13845.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-06263,
author = {Imad Aouali and
Achraf Ait Sidi Hammou and
Sergey Ivanov and
Otmane Sakhi and
David Rohde and
Flavian Vasile},
title = {A Scalable Probabilistic Model for Reward Optimizing Slate Recommendation},
journal = {CoRR},
volume = {abs/2208.06263},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.06263},
doi = {10.48550/ARXIV.2208.06263},
eprinttype = {arXiv},
eprint = {2208.06263},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-06263.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-08642,
author = {Imad Aouali and
Amine Benhalloum and
Martin Bompaire and
Benjamin Heymann and
Olivier Jeunen and
David Rohde and
Otmane Sakhi and
Flavian Vasile},
title = {Offline Evaluation of Reward-Optimizing Recommender Systems: The Case
of Simulation},
journal = {CoRR},
volume = {abs/2209.08642},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.08642},
doi = {10.48550/ARXIV.2209.08642},
eprinttype = {arXiv},
eprint = {2209.08642},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-08642.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-12455,
author = {Imad Aouali and
Sergey Ivanov and
Mike Gartrell and
David Rohde and
Flavian Vasile and
Victor Zaytsev and
Diego Legrand},
title = {Combining Reward and Rank Signals for Slate Recommendation},
journal = {CoRR},
volume = {abs/2107.12455},
year = {2021},
url = {https://arxiv.org/abs/2107.12455},
eprinttype = {arXiv},
eprint = {2107.12455},
timestamp = {Fri, 30 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-12455.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/FauryTDSV20,
author = {Louis Faury and
Ugo Tanielian and
Elvis Dohmatob and
Elena Smirnova and
Flavian Vasile},
title = {Distributionally Robust Counterfactual Risk Minimization},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {3850--3857},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.5797},
doi = {10.1609/AAAI.V34I04.5797},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/FauryTDSV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SakhiBRV20,
author = {Otmane Sakhi and
Stephen Bonner and
David Rohde and
Flavian Vasile},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {{BLOB:} {A} Probabilistic Model for Recommendation that Combines Organic
and Bandit Signals},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {783--793},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403121},
doi = {10.1145/3394486.3403121},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/SakhiBRV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/JeunenRVB20,
author = {Olivier Jeunen and
David Rohde and
Flavian Vasile and
Martin Bompaire},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {Joint Policy-Value Learning for Recommendation},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {1223--1233},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403175},
doi = {10.1145/3394486.3403175},
timestamp = {Tue, 09 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/JeunenRVB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/JoachimsRKDVS20,
author = {Thorsten Joachims and
Yves Raimond and
Olivier Koch and
Maria Dimakopoulou and
Flavian Vasile and
Adith Swaminathan},
editor = {Rodrygo L. T. Santos and
Leandro Balby Marinho and
Elizabeth M. Daly and
Li Chen and
Kim Falk and
Noam Koenigstein and
Edleno Silva de Moura},
title = {{REVEAL} 2020: Bandit and Reinforcement Learning from User Interactions},
booktitle = {RecSys 2020: Fourteenth {ACM} Conference on Recommender Systems, Virtual
Event, Brazil, September 22-26, 2020},
pages = {628--629},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3383313.3411536},
doi = {10.1145/3383313.3411536},
timestamp = {Thu, 24 Sep 2020 10:19:44 +0200},
biburl = {https://dblp.org/rec/conf/recsys/JoachimsRKDVS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/RohdeVIS20,
author = {David Rohde and
Flavian Vasile and
Sergey Ivanov and
Otmane Sakhi},
editor = {Rodrygo L. T. Santos and
Leandro Balby Marinho and
Elizabeth M. Daly and
Li Chen and
Kim Falk and
Noam Koenigstein and
Edleno Silva de Moura},
title = {Bayesian Value Based Recommendation: {A} modelling based alternative
to proxy and counterfactual policy based recommendation},
booktitle = {RecSys 2020: Fourteenth {ACM} Conference on Recommender Systems, Virtual
Event, Brazil, September 22-26, 2020},
pages = {742--744},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3383313.3411544},
doi = {10.1145/3383313.3411544},
timestamp = {Thu, 24 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/RohdeVIS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/VasileRJB20,
author = {Flavian Vasile and
David Rohde and
Olivier Jeunen and
Amine Benhalloum},
editor = {Tsvi Kuflik and
Ilaria Torre and
Robin Burke and
Cristina Gena},
title = {A Gentle Introduction to Recommendation as Counterfactual Policy Learning},
booktitle = {Proceedings of the 28th {ACM} Conference on User Modeling, Adaptation
and Personalization, {UMAP} 2020, Genoa, Italy, July 12-18, 2020},
pages = {392--393},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3340631.3398666},
doi = {10.1145/3340631.3398666},
timestamp = {Tue, 21 Jul 2020 16:10:20 +0200},
biburl = {https://dblp.org/rec/conf/um/VasileRJB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-12504,
author = {Otmane Sakhi and
Stephen Bonner and
David Rohde and
Flavian Vasile},
title = {{BLOB} : {A} Probabilistic Model for Recommendation that Combines
Organic and Bandit Signals},
journal = {CoRR},
volume = {abs/2008.12504},
year = {2020},
url = {https://arxiv.org/abs/2008.12504},
eprinttype = {arXiv},
eprint = {2008.12504},
timestamp = {Wed, 16 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-12504.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-00497,
author = {Philom{\`{e}}ne Chagniot and
Flavian Vasile and
David Rohde},
title = {From Clicks to Conversions: Recommendation for long-term reward},
journal = {CoRR},
volume = {abs/2009.00497},
year = {2020},
url = {https://arxiv.org/abs/2009.00497},
eprinttype = {arXiv},
eprint = {2009.00497},
timestamp = {Wed, 16 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-00497.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-06835,
author = {Otmane Sakhi and
Louis Faury and
Flavian Vasile},
title = {Improving Offline Contextual Bandits with Distributional Robustness},
journal = {CoRR},
volume = {abs/2011.06835},
year = {2020},
url = {https://arxiv.org/abs/2011.06835},
eprinttype = {arXiv},
eprint = {2011.06835},
timestamp = {Thu, 19 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-06835.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/VasileB19,
author = {Flavian Vasile and
Stephen Bonner},
editor = {Sarit Kraus},
title = {Causal Embeddings for Recommendation: An Extended Abstract},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {6236--6240},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/870},
doi = {10.24963/IJCAI.2019/870},
timestamp = {Tue, 20 Aug 2019 16:18:18 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/VasileB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/TanielianV19,
author = {Ugo Tanielian and
Flavian Vasile},
editor = {Toine Bogers and
Alan Said and
Peter Brusilovsky and
Domonkos Tikk},
title = {Relaxed softmax for {PU} learning},
booktitle = {Proceedings of the 13th {ACM} Conference on Recommender Systems, RecSys
2019, Copenhagen, Denmark, September 16-20, 2019},
pages = {119--127},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3298689.3347034},
doi = {10.1145/3298689.3347034},
timestamp = {Wed, 09 Oct 2019 14:20:04 +0200},
biburl = {https://dblp.org/rec/conf/recsys/TanielianV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/JoachimsDSRKV19,
author = {Thorsten Joachims and
Maria Dimakopoulou and
Adith Swaminathan and
Yves Raimond and
Olivier Koch and
Flavian Vasile},
editor = {Toine Bogers and
Alan Said and
Peter Brusilovsky and
Domonkos Tikk},
title = {{REVEAL} 2019: closing the loop with the real world: reinforcement
and robust estimators for recommendation},
booktitle = {Proceedings of the 13th {ACM} Conference on Recommender Systems, RecSys
2019, Copenhagen, Denmark, September 16-20, 2019},
pages = {568--569},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3298689.3346975},
doi = {10.1145/3298689.3346975},
timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/JoachimsDSRKV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-05165,
author = {Stephen Bonner and
Flavian Vasile},
title = {Causal Embeddings for Recommendation: An Extended Abstract},
journal = {CoRR},
volume = {abs/1904.05165},
year = {2019},
url = {http://arxiv.org/abs/1904.05165},
eprinttype = {arXiv},
eprint = {1904.05165},
timestamp = {Thu, 25 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-05165.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-10799,
author = {Dmytro Mykhaylov and
David Rohde and
Flavian Vasile},
title = {Three Methods for Training on Bandit Feedback},
journal = {CoRR},
volume = {abs/1904.10799},
year = {2019},
url = {http://arxiv.org/abs/1904.10799},
eprinttype = {arXiv},
eprint = {1904.10799},
timestamp = {Thu, 02 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-10799.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-06211,
author = {Louis Faury and
Ugo Tanielian and
Flavian Vasile and
Elena Smirnova and
Elvis Dohmatob},
title = {Distributionally Robust Counterfactual Risk Minimization},
journal = {CoRR},
volume = {abs/1906.06211},
year = {2019},
url = {http://arxiv.org/abs/1906.06211},
eprinttype = {arXiv},
eprint = {1906.06211},
timestamp = {Mon, 24 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-06211.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-12384,
author = {Olivier Jeunen and
David Rohde and
Flavian Vasile},
title = {On the Value of Bandit Feedback for Offline Recommender System Evaluation},
journal = {CoRR},
volume = {abs/1907.12384},
year = {2019},
url = {http://arxiv.org/abs/1907.12384},
eprinttype = {arXiv},
eprint = {1907.12384},
timestamp = {Thu, 01 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-12384.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-04190,
author = {Nhan Nguyen{-}Thanh and
Dana Marinca and
Kinda Khawam and
David Rohde and
Flavian Vasile and
Elena Simona Lohan and
Steven Martin and
Dominique Quadri},
title = {Recommendation System-based Upper Confidence Bound for Online Advertising},
journal = {CoRR},
volume = {abs/1909.04190},
year = {2019},
url = {http://arxiv.org/abs/1909.04190},
eprinttype = {arXiv},
eprint = {1909.04190},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-04190.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-08079,
author = {Ugo Tanielian and
Flavian Vasile},
title = {Relaxed Softmax for learning from Positive and Unlabeled data},
journal = {CoRR},
volume = {abs/1909.08079},
year = {2019},
url = {http://arxiv.org/abs/1909.08079},
eprinttype = {arXiv},
eprint = {1909.08079},
timestamp = {Tue, 24 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-08079.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-08471,
author = {Olivier Jeunen and
Dmytro Mykhaylov and
David Rohde and
Flavian Vasile and
Alexandre Gilotte and
Martin Bompaire},
title = {Learning from Bandit Feedback: An Overview of the State-of-the-art},
journal = {CoRR},
volume = {abs/1909.08471},
year = {2019},
url = {http://arxiv.org/abs/1909.08471},
eprinttype = {arXiv},
eprint = {1909.08471},
timestamp = {Tue, 24 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-08471.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-00877,
author = {Otmane Sakhi and
Stephen Bonner and
David Rohde and
Flavian Vasile},
title = {Reconsidering Analytical Variational Bounds for Output Layers of Deep
Networks},
journal = {CoRR},
volume = {abs/1910.00877},
year = {2019},
url = {http://arxiv.org/abs/1910.00877},
eprinttype = {arXiv},
eprint = {1910.00877},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-00877.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lion/FauryV18,
author = {Louis Faury and
Flavian Vasile},
editor = {Roberto Battiti and
Mauro Brunato and
Ilias S. Kotsireas and
Panos M. Pardalos},
title = {Rover Descent: Learning to Optimize by Learning to Navigate on Prototypical
Loss Surfaces},
booktitle = {Learning and Intelligent Optimization - 12th International Conference,
{LION} 12, Kalamata, Greece, June 10-15, 2018, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11353},
pages = {271--287},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-05348-2\_24},
doi = {10.1007/978-3-030-05348-2\_24},
timestamp = {Tue, 12 May 2020 10:56:04 +0200},
biburl = {https://dblp.org/rec/conf/lion/FauryV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/BonnerV18,
author = {Stephen Bonner and
Flavian Vasile},
editor = {Sole Pera and
Michael D. Ekstrand and
Xavier Amatriain and
John O'Donovan},
title = {Causal embeddings for recommendation},
booktitle = {Proceedings of the 12th {ACM} Conference on Recommender Systems, RecSys
2018, Vancouver, BC, Canada, October 2-7, 2018},
pages = {104--112},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3240323.3240360},
doi = {10.1145/3240323.3240360},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/BonnerV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/HidasiKSSTVD18,
author = {Bal{\'{a}}zs Hidasi and
Alexandros Karatzoglou and
Oren Sar Shalom and
Bracha Shapira and
Domonkos Tikk and
Flavian Vasile and
Sander Dieleman},
editor = {Sole Pera and
Michael D. Ekstrand and
Xavier Amatriain and
John O'Donovan},
title = {{DLRS} 2018: third workshop on deep learning for recommender systems},
booktitle = {Proceedings of the 12th {ACM} Conference on Recommender Systems, RecSys
2018, Vancouver, BC, Canada, October 2-7, 2018},
pages = {512--513},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3240323.3240333},
doi = {10.1145/3240323.3240333},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/HidasiKSSTVD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/JoachimsSRKV18,
author = {Thorsten Joachims and
Adith Swaminathan and
Yves Raimond and
Olivier Koch and
Flavian Vasile},
editor = {Sole Pera and
Michael D. Ekstrand and
Xavier Amatriain and
John O'Donovan},
title = {{REVEAL} 2018: offline evaluation for recommender systems},
booktitle = {Proceedings of the 12th {ACM} Conference on Recommender Systems, RecSys
2018, Vancouver, BC, Canada, October 2-7, 2018},
pages = {514--515},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3240323.3240334},
doi = {10.1145/3240323.3240334},
timestamp = {Wed, 21 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/JoachimsSRKV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/TanielianTV18,
author = {Ugo Tanielian and
Anne{-}Marie Tousch and
Flavian Vasile},
editor = {Pierre{-}Antoine Champin and
Fabien Gandon and
Mounia Lalmas and
Panagiotis G. Ipeirotis},
title = {Siamese Cookie Embedding Networks for Cross-Device User Matching},
booktitle = {Companion of the The Web Conference 2018 on The Web Conference 2018,
{WWW} 2018, Lyon , France, April 23-27, 2018},
pages = {85--86},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3184558.3186941},
doi = {10.1145/3184558.3186941},
timestamp = {Fri, 16 Apr 2021 10:04:12 +0200},
biburl = {https://dblp.org/rec/conf/www/TanielianTV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/recsys/2018dlrs,
editor = {Bal{\'{a}}zs Hidasi and
Alexandros Karatzoglou and
Oren Sar Shalom and
Bracha Shapira and
Domonkos Tikk and
Flavian Vasile and
Sander Dieleman},
title = {Proceedings of the 3rd Workshop on Deep Learning for Recommender Systems,
DLRS@RecSys 2018, Vancouver, BC, Canada, October 6, 2018},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3270323},
doi = {10.1145/3270323},
isbn = {978-1-4503-6617-5},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/2018dlrs.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-07222,
author = {Louis Faury and
Flavian Vasile},
title = {Rover Descent: Learning to optimize by learning to navigate on prototypical
loss surfaces},
journal = {CoRR},
volume = {abs/1801.07222},
year = {2018},
url = {http://arxiv.org/abs/1801.07222},
eprinttype = {arXiv},
eprint = {1801.07222},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-07222.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-10450,
author = {Ugo Tanielian and
Anne{-}Marie Tousch and
Flavian Vasile},
title = {Siamese Cookie Embedding Networks for Cross-Device User Matching},
journal = {CoRR},
volume = {abs/1803.10450},
year = {2018},
url = {http://arxiv.org/abs/1803.10450},
eprinttype = {arXiv},
eprint = {1803.10450},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-10450.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-08594,
author = {Louis Faury and
Flavian Vasile and
Cl{\'{e}}ment Calauz{\`{e}}nes and
Olivier Fercoq},
title = {Neural Generative Models for Global Optimization with Gradients},
journal = {CoRR},
volume = {abs/1805.08594},
year = {2018},
url = {http://arxiv.org/abs/1805.08594},
eprinttype = {arXiv},
eprint = {1805.08594},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-08594.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-08720,
author = {Ugo Tanielian and
Mike Gartrell and
Flavian Vasile},
title = {Adversarial Training of Word2Vec for Basket Completion},
journal = {CoRR},
volume = {abs/1805.08720},
year = {2018},
url = {http://arxiv.org/abs/1805.08720},
eprinttype = {arXiv},
eprint = {1805.08720},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-08720.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-00720,
author = {David Rohde and
Stephen Bonner and
Travis Dunlop and
Flavian Vasile and
Alexandros Karatzoglou},
title = {RecoGym: {A} Reinforcement Learning Environment for the problem of
Product Recommendation in Online Advertising},
journal = {CoRR},
volume = {abs/1808.00720},
year = {2018},
url = {http://arxiv.org/abs/1808.00720},
eprinttype = {arXiv},
eprint = {1808.00720},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-00720.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/VasileLC17,
author = {Flavian Vasile and
Damien Lefortier and
Olivier Chapelle},
title = {Cost-sensitive Learning for Utility Optimization in Online Advertising
Auctions},
booktitle = {Proceedings of the ADKDD'17, Halifax, NS, Canada, August 13 - 17,
2017},
pages = {8:1--8:6},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3124749.3124751},
doi = {10.1145/3124749.3124751},
timestamp = {Tue, 06 Nov 2018 16:59:37 +0100},
biburl = {https://dblp.org/rec/conf/kdd/VasileLC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/SmirnovaV17,
author = {Elena Smirnova and
Flavian Vasile},
editor = {Bal{\'{a}}zs Hidasi and
Alexandros Karatzoglou and
Oren Sar Shalom and
Sander Dieleman and
Bracha Shapira and
Domonkos Tikk},
title = {Contextual Sequence Modeling for Recommendation with Recurrent Neural
Networks},
booktitle = {Proceedings of the 2nd Workshop on Deep Learning for Recommender Systems,
DLRS@RecSys 2017, Como, Italy, August 27, 2017},
pages = {2--9},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3125486.3125488},
doi = {10.1145/3125486.3125488},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/SmirnovaV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/NedelecSV17,
author = {Thomas Nedelec and
Elena Smirnova and
Flavian Vasile},
editor = {Bal{\'{a}}zs Hidasi and
Alexandros Karatzoglou and
Oren Sar Shalom and
Sander Dieleman and
Bracha Shapira and
Domonkos Tikk},
title = {Specializing Joint Representations for the task of Product Recommendation},
booktitle = {Proceedings of the 2nd Workshop on Deep Learning for Recommender Systems,
DLRS@RecSys 2017, Como, Italy, August 27, 2017},
pages = {10--18},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3125486.3125489},
doi = {10.1145/3125486.3125489},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/NedelecSV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NedelecSV17,
author = {Thomas Nedelec and
Elena Smirnova and
Flavian Vasile},
title = {Specializing Joint Representations for the task of Product Recommendation},
journal = {CoRR},
volume = {abs/1706.07625},
year = {2017},
url = {http://arxiv.org/abs/1706.07625},
eprinttype = {arXiv},
eprint = {1706.07625},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NedelecSV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BonnerV17,
author = {Stephen Bonner and
Flavian Vasile},
title = {Causal Embeddings for Recommendation},
journal = {CoRR},
volume = {abs/1706.07639},
year = {2017},
url = {http://arxiv.org/abs/1706.07639},
eprinttype = {arXiv},
eprint = {1706.07639},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BonnerV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SmirnovaV17,
author = {Elena Smirnova and
Flavian Vasile},
title = {Contextual Sequence Modeling for Recommendation with Recurrent Neural
Networks},
journal = {CoRR},
volume = {abs/1706.07684},
year = {2017},
url = {http://arxiv.org/abs/1706.07684},
eprinttype = {arXiv},
eprint = {1706.07684},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SmirnovaV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/VasileSC16,
author = {Flavian Vasile and
Elena Smirnova and
Alexis Conneau},
editor = {Shilad Sen and
Werner Geyer and
Jill Freyne and
Pablo Castells},
title = {Meta-Prod2Vec: Product Embeddings Using Side-Information for Recommendation},
booktitle = {Proceedings of the 10th {ACM} Conference on Recommender Systems, Boston,
MA, USA, September 15-19, 2016},
pages = {225--232},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2959100.2959160},
doi = {10.1145/2959100.2959160},
timestamp = {Tue, 06 Nov 2018 11:07:03 +0100},
biburl = {https://dblp.org/rec/conf/recsys/VasileSC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/VasileL16,
author = {Flavian Vasile and
Damien Lefortier},
title = {Cost-sensitive Learning for Bidding in Online Advertising Auctions},
journal = {CoRR},
volume = {abs/1603.03713},
year = {2016},
url = {http://arxiv.org/abs/1603.03713},
eprinttype = {arXiv},
eprint = {1603.03713},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VasileL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/VasileSC16,
author = {Flavian Vasile and
Elena Smirnova and
Alexis Conneau},
title = {Meta-Prod2Vec - Product Embeddings Using Side-Information for Recommendation},
journal = {CoRR},
volume = {abs/1607.07326},
year = {2016},
url = {http://arxiv.org/abs/1607.07326},
eprinttype = {arXiv},
eprint = {1607.07326},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VasileSC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/ZhouNRVG10,
author = {Yiping Zhou and
Lan Nie and
Omid Rouhani{-}Kalleh and
Flavian Vasile and
Scott Gaffney},
editor = {Chu{-}Ren Huang and
Dan Jurafsky},
title = {Resolving Surface Forms to Wikipedia Topics},
booktitle = {{COLING} 2010, 23rd International Conference on Computational Linguistics,
Proceedings of the Conference, 23-27 August 2010, Beijing, China},
pages = {1335--1343},
publisher = {Tsinghua University Press},
year = {2010},
url = {https://aclanthology.org/C10-1150/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/ZhouNRVG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/CarlsonGV09,
author = {Andrew Carlson and
Scott Gaffney and
Flavian Vasile},
title = {Learning a Named Entity Tagger from Gazetteers with the Partial Perceptron},
booktitle = {Learning by Reading and Learning to Read, Papers from the 2009 {AAAI}
Spring Symposium, Technical Report SS-09-07, Stanford, California,
USA, March 23-25, 2009},
pages = {7--13},
publisher = {{AAAI}},
year = {2009},
url = {http://www.aaai.org/Library/Symposia/Spring/2009/ss09-07-003.php},
timestamp = {Fri, 17 Feb 2012 13:47:48 +0100},
biburl = {https://dblp.org/rec/conf/aaaiss/CarlsonGV09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/seke/VasileB07,
author = {Flavian Vasile and
Samik Basu},
title = {Cost-based Analysis of Multiple Counter-Examples},
booktitle = {Proceedings of the Nineteenth International Conference on Software
Engineering {\&} Knowledge Engineering (SEKE'2007), Boston, Massachusetts,
USA, July 9-11, 2007},
pages = {33--38},
publisher = {Knowledge Systems Institute Graduate School},
year = {2007},
timestamp = {Thu, 12 Mar 2020 11:30:50 +0100},
biburl = {https://dblp.org/rec/conf/seke/VasileB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/VasileSKH06,
author = {Flavian Vasile and
Adrian Silvescu and
Dae{-}Ki Kang and
Vasant G. Honavar},
editor = {Wee Keong Ng and
Masaru Kitsuregawa and
Jianzhong Li and
Kuiyu Chang},
title = {{TRIPPER:} Rule Learning Using Taxonomies},
booktitle = {Advances in Knowledge Discovery and Data Mining, 10th Pacific-Asia
Conference, {PAKDD} 2006, Singapore, April 9-12, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3918},
pages = {55--59},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11731139\_9},
doi = {10.1007/11731139\_9},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/VasileSKH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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