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@inproceedings{DBLP:conf/icbinb/KaurCL22,
author = {Simran Kaur and
Jeremy Cohen and
Zachary Chase Lipton},
editor = {Javier Antor{\'{a}}n and
Arno Blaas and
Fan Feng and
Sahra Ghalebikesabi and
Ian Mason and
Melanie F. Pradier and
David Rohde and
Francisco J. R. Ruiz and
Aaron Schein},
title = {On the Maximum Hessian Eigenvalue and Generalization},
booktitle = {Proceedings on "I Can't Believe It's Not Better! - Understanding Deep
Learning Through Empirical Falsification" at NeurIPS 2022 Workshops,
03 December 2022, New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {187},
pages = {51--65},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v187/kaur23a.html},
timestamp = {Wed, 09 Aug 2023 17:07:50 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/KaurCL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbinb/LikhomanenkoCJB22,
author = {Tatiana Likhomanenko and
Ronan Collobert and
Navdeep Jaitly and
Samy Bengio},
editor = {Javier Antor{\'{a}}n and
Arno Blaas and
Fan Feng and
Sahra Ghalebikesabi and
Ian Mason and
Melanie F. Pradier and
David Rohde and
Francisco J. R. Ruiz and
Aaron Schein},
title = {Continuous Soft Pseudo-Labeling in {ASR}},
booktitle = {Proceedings on "I Can't Believe It's Not Better! - Understanding Deep
Learning Through Empirical Falsification" at NeurIPS 2022 Workshops,
03 December 2022, New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {187},
pages = {66--84},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v187/likhomanenko23a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/LikhomanenkoCJB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbinb/Loaiza-GanemRWC22,
author = {Gabriel Loaiza{-}Ganem and
Brendan Leigh Ross and
Luhuan Wu and
John P. Cunningham and
Jesse C. Cresswell and
Anthony L. Caterini},
editor = {Javier Antor{\'{a}}n and
Arno Blaas and
Fan Feng and
Sahra Ghalebikesabi and
Ian Mason and
Melanie F. Pradier and
David Rohde and
Francisco J. R. Ruiz and
Aaron Schein},
title = {Denoising Deep Generative Models},
booktitle = {Proceedings on "I Can't Believe It's Not Better! - Understanding Deep
Learning Through Empirical Falsification" at NeurIPS 2022 Workshops,
03 December 2022, New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {187},
pages = {41--50},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v187/loaiza-ganem23a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/Loaiza-GanemRWC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbinb/MoturuJDG22,
author = {Abhishek Moturu and
Sayali Joshi and
Andrea S. Doria and
Anna Goldenberg},
editor = {Javier Antor{\'{a}}n and
Arno Blaas and
Fan Feng and
Sahra Ghalebikesabi and
Ian Mason and
Melanie F. Pradier and
David Rohde and
Francisco J. R. Ruiz and
Aaron Schein},
title = {Volume-based Performance not Guaranteed by Promising Patch-based Results
in Medical Imaging},
booktitle = {Proceedings on "I Can't Believe It's Not Better! - Understanding Deep
Learning Through Empirical Falsification" at NeurIPS 2022 Workshops,
03 December 2022, New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {187},
pages = {85--93},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v187/moturu23a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/MoturuJDG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbinb/OldewageBT22,
author = {Elre T. Oldewage and
John Bronskill and
Richard E. Turner},
editor = {Javier Antor{\'{a}}n and
Arno Blaas and
Fan Feng and
Sahra Ghalebikesabi and
Ian Mason and
Melanie F. Pradier and
David Rohde and
Francisco J. R. Ruiz and
Aaron Schein},
title = {Adversarial Attacks are a Surprisingly Strong Baseline for Poisoning
Few-Shot Meta-Learners},
booktitle = {Proceedings on "I Can't Believe It's Not Better! - Understanding Deep
Learning Through Empirical Falsification" at NeurIPS 2022 Workshops,
03 December 2022, New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {187},
pages = {27--40},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v187/oldewage23a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/OldewageBT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbinb/SaulAHROH22,
author = {Rebecca Saul and
Mohammad Mahmudul Alam and
John Hurwitz and
Edward Raff and
Tim Oates and
James Holt},
editor = {Javier Antor{\'{a}}n and
Arno Blaas and
Fan Feng and
Sahra Ghalebikesabi and
Ian Mason and
Melanie F. Pradier and
David Rohde and
Francisco J. R. Ruiz and
Aaron Schein},
title = {Lempel-Ziv Networks},
booktitle = {Proceedings on "I Can't Believe It's Not Better! - Understanding Deep
Learning Through Empirical Falsification" at NeurIPS 2022 Workshops,
03 December 2022, New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {187},
pages = {1--11},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v187/saul23a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/SaulAHROH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbinb/ZaidiBKBCTP22,
author = {Sheheryar Zaidi and
Tudor Berariu and
Hyunjik Kim and
J{\"{o}}rg Bornschein and
Claudia Clopath and
Yee Whye Teh and
Razvan Pascanu},
editor = {Javier Antor{\'{a}}n and
Arno Blaas and
Fan Feng and
Sahra Ghalebikesabi and
Ian Mason and
Melanie F. Pradier and
David Rohde and
Francisco J. R. Ruiz and
Aaron Schein},
title = {When Does Re-initialization Work?},
booktitle = {Proceedings on "I Can't Believe It's Not Better! - Understanding Deep
Learning Through Empirical Falsification" at NeurIPS 2022 Workshops,
03 December 2022, New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {187},
pages = {12--26},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v187/zaidi23a.html},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/ZaidiBKBCTP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icbinb/2022,
editor = {Javier Antor{\'{a}}n and
Arno Blaas and
Fan Feng and
Sahra Ghalebikesabi and
Ian Mason and
Melanie F. Pradier and
David Rohde and
Francisco J. R. Ruiz and
Aaron Schein},
title = {Proceedings on "I Can't Believe It's Not Better! - Understanding Deep
Learning Through Empirical Falsification" at NeurIPS 2022 Workshops,
03 December 2022, New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {187},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v187/},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbinb/AdilaK21,
author = {Dyah Adila and
Dongyeop Kang},
editor = {Melanie F. Pradier and
Aaron Schein and
Stephanie L. Hyland and
Francisco J. R. Ruiz and
Jessica Zosa Forde},
title = {Understanding Out-of-distribution: {A} Perspective of Data Dynamics},
booktitle = {I (Still) Can't Believe It's Not Better! Workshop at NeurIPS 2021,
Virtual Workshop, December 13, 2021},
series = {Proceedings of Machine Learning Research},
volume = {163},
pages = {1--8},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v163/adila22a.html},
timestamp = {Thu, 14 Jul 2022 17:31:05 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/AdilaK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbinb/BlaasSRAZ21,
author = {Arno Blaas and
Xavier Suau and
Jason Ramapuram and
Nicholas Apostoloff and
Luca Zappella},
editor = {Melanie F. Pradier and
Aaron Schein and
Stephanie L. Hyland and
Francisco J. R. Ruiz and
Jessica Zosa Forde},
title = {Challenges of Adversarial Image Augmentations},
booktitle = {I (Still) Can't Believe It's Not Better! Workshop at NeurIPS 2021,
Virtual Workshop, December 13, 2021},
series = {Proceedings of Machine Learning Research},
volume = {163},
pages = {9--14},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v163/blaas22a.html},
timestamp = {Thu, 14 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/BlaasSRAZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbinb/Borji21,
author = {Ali Borji},
editor = {Melanie F. Pradier and
Aaron Schein and
Stephanie L. Hyland and
Francisco J. R. Ruiz and
Jessica Zosa Forde},
title = {Shape Defense},
booktitle = {I (Still) Can't Believe It's Not Better! Workshop at NeurIPS 2021,
Virtual Workshop, December 13, 2021},
series = {Proceedings of Machine Learning Research},
volume = {163},
pages = {15--20},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v163/borji22a.html},
timestamp = {Thu, 14 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/Borji21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbinb/CateriniL21,
author = {Anthony L. Caterini and
Gabriel Loaiza{-}Ganem},
editor = {Melanie F. Pradier and
Aaron Schein and
Stephanie L. Hyland and
Francisco J. R. Ruiz and
Jessica Zosa Forde},
title = {Entropic Issues in Likelihood-Based {OOD} Detection},
booktitle = {I (Still) Can't Believe It's Not Better! Workshop at NeurIPS 2021,
Virtual Workshop, December 13, 2021},
series = {Proceedings of Machine Learning Research},
volume = {163},
pages = {21--26},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v163/caterini22a.html},
timestamp = {Thu, 14 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/CateriniL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbinb/ChatelainDHL21,
author = {Am{\'{e}}lie Chatelain and
Amine Djeghri and
Daniel Hesslow and
Julien Launay},
editor = {Melanie F. Pradier and
Aaron Schein and
Stephanie L. Hyland and
Francisco J. R. Ruiz and
Jessica Zosa Forde},
title = {Is the Number of Trainable Parameters All That Actually Matters?},
booktitle = {I (Still) Can't Believe It's Not Better! Workshop at NeurIPS 2021,
Virtual Workshop, December 13, 2021},
series = {Proceedings of Machine Learning Research},
volume = {163},
pages = {27--32},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v163/chatelain22a.html},
timestamp = {Thu, 14 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/ChatelainDHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbinb/EastwoodMW21,
author = {Cian Eastwood and
Ian Mason and
Christopher K. I. Williams},
editor = {Melanie F. Pradier and
Aaron Schein and
Stephanie L. Hyland and
Francisco J. R. Ruiz and
Jessica Zosa Forde},
title = {Unit-level surprise in neural networks},
booktitle = {I (Still) Can't Believe It's Not Better! Workshop at NeurIPS 2021,
Virtual Workshop, December 13, 2021},
series = {Proceedings of Machine Learning Research},
volume = {163},
pages = {33--40},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v163/eastwood22a.html},
timestamp = {Thu, 14 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/EastwoodMW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbinb/HayouDR21,
author = {Soufiane Hayou and
Arnaud Doucet and
Judith Rousseau},
editor = {Melanie F. Pradier and
Aaron Schein and
Stephanie L. Hyland and
Francisco J. R. Ruiz and
Jessica Zosa Forde},
title = {The Curse of Depth in Kernel Regime},
booktitle = {I (Still) Can't Believe It's Not Better! Workshop at NeurIPS 2021,
Virtual Workshop, December 13, 2021},
series = {Proceedings of Machine Learning Research},
volume = {163},
pages = {41--47},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v163/hayou22a.html},
timestamp = {Thu, 14 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/HayouDR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbinb/KasturiM21,
author = {Nitya Kasturi and
Igor L. Markov},
editor = {Melanie F. Pradier and
Aaron Schein and
Stephanie L. Hyland and
Francisco J. R. Ruiz and
Jessica Zosa Forde},
title = {Text Ranking and Classification using Data Compression},
booktitle = {I (Still) Can't Believe It's Not Better! Workshop at NeurIPS 2021,
Virtual Workshop, December 13, 2021},
series = {Proceedings of Machine Learning Research},
volume = {163},
pages = {48--53},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v163/kasturi22a.html},
timestamp = {Thu, 14 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/KasturiM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbinb/KelzW21,
author = {Rainer Kelz and
Gerhard Widmer},
editor = {Melanie F. Pradier and
Aaron Schein and
Stephanie L. Hyland and
Francisco J. R. Ruiz and
Jessica Zosa Forde},
title = {Nonlinear Denoising, Linear Demixing},
booktitle = {I (Still) Can't Believe It's Not Better! Workshop at NeurIPS 2021,
Virtual Workshop, December 13, 2021},
series = {Proceedings of Machine Learning Research},
volume = {163},
pages = {54--58},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v163/kelz22a.html},
timestamp = {Thu, 14 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/KelzW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbinb/MurrayAAH21,
author = {Chelsea Murray and
James Urquhart Allingham and
Javier Antor{\'{a}}n and
Jos{\'{e}} Miguel Hern{\'{a}}ndez{-}Lobato},
editor = {Melanie F. Pradier and
Aaron Schein and
Stephanie L. Hyland and
Francisco J. R. Ruiz and
Jessica Zosa Forde},
title = {Addressing Bias in Active Learning with Depth Uncertainty Networks...
or Not},
booktitle = {I (Still) Can't Believe It's Not Better! Workshop at NeurIPS 2021,
Virtual Workshop, December 13, 2021},
series = {Proceedings of Machine Learning Research},
volume = {163},
pages = {59--63},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v163/murray22a.html},
timestamp = {Thu, 14 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/MurrayAAH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbinb/NessU21,
author = {Mike Van Ness and
Madeleine Udell},
editor = {Melanie F. Pradier and
Aaron Schein and
Stephanie L. Hyland and
Francisco J. R. Ruiz and
Jessica Zosa Forde},
title = {{CDF} Normalization for Controlling the Distribution of Hidden Nodes},
booktitle = {I (Still) Can't Believe It's Not Better! Workshop at NeurIPS 2021,
Virtual Workshop, December 13, 2021},
series = {Proceedings of Machine Learning Research},
volume = {163},
pages = {64--68},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v163/ness22a.html},
timestamp = {Thu, 14 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/NessU21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbinb/PirozelliC21,
author = {Paulo Pirozelli and
Jo{\~{a}}o F. N. Cortese},
editor = {Melanie F. Pradier and
Aaron Schein and
Stephanie L. Hyland and
Francisco J. R. Ruiz and
Jessica Zosa Forde},
title = {The Beauty Everywhere: How Aesthetic Criteria Contribute to the Development
of {AI}},
booktitle = {I (Still) Can't Believe It's Not Better! Workshop at NeurIPS 2021,
Virtual Workshop, December 13, 2021},
series = {Proceedings of Machine Learning Research},
volume = {163},
pages = {69--74},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v163/pirozelli22a.html},
timestamp = {Thu, 14 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/PirozelliC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbinb/Rohde21,
author = {David Rohde},
editor = {Melanie F. Pradier and
Aaron Schein and
Stephanie L. Hyland and
Francisco J. R. Ruiz and
Jessica Zosa Forde},
title = {Causal Inference, is just Inference: {A} beautifully simple idea that
not everyone accepts},
booktitle = {I (Still) Can't Believe It's Not Better! Workshop at NeurIPS 2021,
Virtual Workshop, December 13, 2021},
series = {Proceedings of Machine Learning Research},
volume = {163},
pages = {75--79},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v163/rohde22a.html},
timestamp = {Thu, 14 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/Rohde21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbinb/WangMW21,
author = {Ke Alexander Wang and
Danielle C. Maddix and
Yuyang Wang},
editor = {Melanie F. Pradier and
Aaron Schein and
Stephanie L. Hyland and
Francisco J. R. Ruiz and
Jessica Zosa Forde},
title = {{GOPHER:} Categorical probabilistic forecasting with graph structure
via local continuous-time dynamics},
booktitle = {I (Still) Can't Believe It's Not Better! Workshop at NeurIPS 2021,
Virtual Workshop, December 13, 2021},
series = {Proceedings of Machine Learning Research},
volume = {163},
pages = {80--85},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v163/wang22a.html},
timestamp = {Thu, 28 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/WangMW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icbinb/2021,
editor = {Melanie F. Pradier and
Aaron Schein and
Stephanie L. Hyland and
Francisco J. R. Ruiz and
Jessica Zosa Forde},
title = {I (Still) Can't Believe It's Not Better! Workshop at NeurIPS 2021,
Virtual Workshop, December 13, 2021},
series = {Proceedings of Machine Learning Research},
volume = {163},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v163/},
timestamp = {Thu, 14 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbinb/0006DW020,
author = {Ziyu Wang and
Bin Dai and
David Wipf and
Jun Zhu},
editor = {Jessica Zosa Forde and
Francisco J. R. Ruiz and
Melanie F. Pradier and
Aaron Schein},
title = {Further Analysis of Outlier Detection with Deep Generative Models},
booktitle = {"I Can't Believe It's Not Better!" at NeurIPS Workshops, Virtual,
December 12, 2020},
series = {Proceedings of Machine Learning Research},
volume = {137},
pages = {11--20},
publisher = {{PMLR}},
year = {2020},
url = {https://proceedings.mlr.press/v137/wang20a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/0006DW020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbinb/BidermanS20,
author = {Stella Biderman and
Walter J. Scheirer},
editor = {Jessica Zosa Forde and
Francisco J. R. Ruiz and
Melanie F. Pradier and
Aaron Schein},
title = {Pitfalls in Machine Learning Research: Reexamining the Development
Cycle},
booktitle = {"I Can't Believe It's Not Better!" at NeurIPS Workshops, Virtual,
December 12, 2020},
series = {Proceedings of Machine Learning Research},
volume = {137},
pages = {106--117},
publisher = {{PMLR}},
year = {2020},
url = {https://proceedings.mlr.press/v137/biderman20a.html},
timestamp = {Thu, 14 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/BidermanS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbinb/CaminoSH20,
author = {Ramiro Daniel Camino and
Radu State and
Christian A. Hammerschmidt},
editor = {Jessica Zosa Forde and
Francisco J. R. Ruiz and
Melanie F. Pradier and
Aaron Schein},
title = {Oversampling Tabular Data with Deep Generative Models: Is it worth
the effort?},
booktitle = {"I Can't Believe It's Not Better!" at NeurIPS Workshops, Virtual,
December 12, 2020},
series = {Proceedings of Machine Learning Research},
volume = {137},
pages = {148--157},
publisher = {{PMLR}},
year = {2020},
url = {https://proceedings.mlr.press/v137/camino20a.html},
timestamp = {Thu, 14 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/CaminoSH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbinb/ChenCBDH20,
author = {Ricky T. Q. Chen and
Dami Choi and
Lukas Balles and
David Duvenaud and
Philipp Hennig},
editor = {Jessica Zosa Forde and
Francisco J. R. Ruiz and
Melanie F. Pradier and
Aaron Schein},
title = {Self-Tuning Stochastic Optimization with Curvature-Aware Gradient
Filtering},
booktitle = {"I Can't Believe It's Not Better!" at NeurIPS Workshops, Virtual,
December 12, 2020},
series = {Proceedings of Machine Learning Research},
volume = {137},
pages = {60--69},
publisher = {{PMLR}},
year = {2020},
url = {https://proceedings.mlr.press/v137/chen20a.html},
timestamp = {Thu, 14 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/ChenCBDH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbinb/FrankI20,
author = {Maurice Frank and
Maximilian Ilse},
editor = {Jessica Zosa Forde and
Francisco J. R. Ruiz and
Melanie F. Pradier and
Aaron Schein},
title = {Problems using deep generative models for probabilistic audio source
separation},
booktitle = {"I Can't Believe It's Not Better!" at NeurIPS Workshops, Virtual,
December 12, 2020},
series = {Proceedings of Machine Learning Research},
volume = {137},
pages = {53--59},
publisher = {{PMLR}},
year = {2020},
url = {https://proceedings.mlr.press/v137/frank20a.html},
timestamp = {Thu, 14 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/FrankI20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbinb/Gordon-Rodriguez20,
author = {Elliott Gordon{-}Rodr{\'{\i}}guez and
Gabriel Loaiza{-}Ganem and
Geoff Pleiss and
John P. Cunningham},
editor = {Jessica Zosa Forde and
Francisco J. R. Ruiz and
Melanie F. Pradier and
Aaron Schein},
title = {Uses and Abuses of the Cross-Entropy Loss: Case Studies in Modern
Deep Learning},
booktitle = {"I Can't Believe It's Not Better!" at NeurIPS Workshops, Virtual,
December 12, 2020},
series = {Proceedings of Machine Learning Research},
volume = {137},
pages = {1--10},
publisher = {{PMLR}},
year = {2020},
url = {https://proceedings.mlr.press/v137/gordon-rodriguez20a.html},
timestamp = {Thu, 14 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/Gordon-Rodriguez20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbinb/HuangEGFTHG20,
author = {W. Ronny Huang and
Zeyad Emam and
Micah Goldblum and
Liam Fowl and
Justin K. Terry and
Furong Huang and
Tom Goldstein},
editor = {Jessica Zosa Forde and
Francisco J. R. Ruiz and
Melanie F. Pradier and
Aaron Schein},
title = {Understanding Generalization Through Visualizations},
booktitle = {"I Can't Believe It's Not Better!" at NeurIPS Workshops, Virtual,
December 12, 2020},
series = {Proceedings of Machine Learning Research},
volume = {137},
pages = {87--97},
publisher = {{PMLR}},
year = {2020},
url = {https://proceedings.mlr.press/v137/huang20a.html},
timestamp = {Thu, 14 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/HuangEGFTHG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbinb/JorgeEDBG20,
author = {Emilio Jorge and
Hannes Eriksson and
Christos Dimitrakakis and
Debabrota Basu and
Divya Grover},
editor = {Jessica Zosa Forde and
Francisco J. R. Ruiz and
Melanie F. Pradier and
Aaron Schein},
title = {Inferential Induction: {A} Novel Framework for Bayesian Reinforcement
Learning},
booktitle = {"I Can't Believe It's Not Better!" at NeurIPS Workshops, Virtual,
December 12, 2020},
series = {Proceedings of Machine Learning Research},
volume = {137},
pages = {43--52},
publisher = {{PMLR}},
year = {2020},
url = {https://proceedings.mlr.press/v137/jorge20a.html},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/JorgeEDBG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbinb/JungKKP20,
author = {Seungjae Jung and
Kyung{-}Min Kim and
Hanock Kwak and
Young{-}Jin Park},
editor = {Jessica Zosa Forde and
Francisco J. R. Ruiz and
Melanie F. Pradier and
Aaron Schein},
title = {A Worrying Analysis of Probabilistic Time-series Models for Sales
Forecasting},
booktitle = {"I Can't Believe It's Not Better!" at NeurIPS Workshops, Virtual,
December 12, 2020},
series = {Proceedings of Machine Learning Research},
volume = {137},
pages = {98--105},
publisher = {{PMLR}},
year = {2020},
url = {https://proceedings.mlr.press/v137/jung20a.html},
timestamp = {Thu, 14 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/JungKKP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbinb/KavalerovCC20,
author = {Ilya Kavalerov and
Wojciech Czaja and
Rama Chellappa},
editor = {Jessica Zosa Forde and
Francisco J. R. Ruiz and
Melanie F. Pradier and
Aaron Schein},
title = {A study of quality and diversity in {K+1} GANs},
booktitle = {"I Can't Believe It's Not Better!" at NeurIPS Workshops, Virtual,
December 12, 2020},
series = {Proceedings of Machine Learning Research},
volume = {137},
pages = {129--135},
publisher = {{PMLR}},
year = {2020},
url = {https://proceedings.mlr.press/v137/kavalerov20a.html},
timestamp = {Thu, 14 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/KavalerovCC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbinb/KumarT20,
author = {Sachin Kumar and
Yulia Tsvetkov},
editor = {Jessica Zosa Forde and
Francisco J. R. Ruiz and
Melanie F. Pradier and
Aaron Schein},
title = {End-to-End Differentiable GANs for Text Generation},
booktitle = {"I Can't Believe It's Not Better!" at NeurIPS Workshops, Virtual,
December 12, 2020},
series = {Proceedings of Machine Learning Research},
volume = {137},
pages = {118--128},
publisher = {{PMLR}},
year = {2020},
url = {https://proceedings.mlr.press/v137/kumar20a.html},
timestamp = {Tue, 22 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/KumarT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbinb/LovattoBMB20,
author = {{\^{A}}ngelo Greg{\'{o}}rio Lovatto and
Thiago Pereira Bueno and
Denis Deratani Mau{\'{a}} and
Leliane N. de Barros},
editor = {Jessica Zosa Forde and
Francisco J. R. Ruiz and
Melanie F. Pradier and
Aaron Schein},
title = {Decision-Aware Model Learning for Actor-Critic Methods: When Theory
Does Not Meet Practice},
booktitle = {"I Can't Believe It's Not Better!" at NeurIPS Workshops, Virtual,
December 12, 2020},
series = {Proceedings of Machine Learning Research},
volume = {137},
pages = {76--86},
publisher = {{PMLR}},
year = {2020},
url = {https://proceedings.mlr.press/v137/lovatto20a.html},
timestamp = {Thu, 14 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/LovattoBMB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbinb/MitrovicMR20,
author = {Jovana Mitrovic and
Brian McWilliams and
M{\'{e}}lanie Rey},
editor = {Jessica Zosa Forde and
Francisco J. R. Ruiz and
Melanie F. Pradier and
Aaron Schein},
title = {Less can be more in contrastive learning},
booktitle = {"I Can't Believe It's Not Better!" at NeurIPS Workshops, Virtual,
December 12, 2020},
series = {Proceedings of Machine Learning Research},
volume = {137},
pages = {70--75},
publisher = {{PMLR}},
year = {2020},
url = {https://proceedings.mlr.press/v137/mitrovic20a.html},
timestamp = {Thu, 14 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/MitrovicMR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbinb/RoscaWGM20,
author = {Mihaela Rosca and
Theophane Weber and
Arthur Gretton and
Shakir Mohamed},
editor = {Jessica Zosa Forde and
Francisco J. R. Ruiz and
Melanie F. Pradier and
Aaron Schein},
title = {A case for new neural network smoothness constraints},
booktitle = {"I Can't Believe It's Not Better!" at NeurIPS Workshops, Virtual,
December 12, 2020},
series = {Proceedings of Machine Learning Research},
volume = {137},
pages = {21--32},
publisher = {{PMLR}},
year = {2020},
url = {https://proceedings.mlr.press/v137/rosca20a.html},
timestamp = {Thu, 14 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/RoscaWGM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbinb/RudolphBD20,
author = {Yannick Rudolph and
Ulf Brefeld and
Uwe Dick},
editor = {Jessica Zosa Forde and
Francisco J. R. Ruiz and
Melanie F. Pradier and
Aaron Schein},
title = {Graph Conditional Variational Models: Too Complex for Multiagent Trajectories?},
booktitle = {"I Can't Believe It's Not Better!" at NeurIPS Workshops, Virtual,
December 12, 2020},
series = {Proceedings of Machine Learning Research},
volume = {137},
pages = {136--147},
publisher = {{PMLR}},
year = {2020},
url = {https://proceedings.mlr.press/v137/rudolph20a.html},
timestamp = {Thu, 14 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/RudolphBD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbinb/YanDN20,
author = {Siwen Yan and
Devendra Singh Dhami and
Sriraam Natarajan},
editor = {Jessica Zosa Forde and
Francisco J. R. Ruiz and
Melanie F. Pradier and
Aaron Schein},
title = {The Curious Case of Stacking Boosted Relational Dependency Networks},
booktitle = {"I Can't Believe It's Not Better!" at NeurIPS Workshops, Virtual,
December 12, 2020},
series = {Proceedings of Machine Learning Research},
volume = {137},
pages = {33--42},
publisher = {{PMLR}},
year = {2020},
url = {https://proceedings.mlr.press/v137/yan20a.html},
timestamp = {Thu, 14 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/YanDN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icbinb/2020,
editor = {Jessica Zosa Forde and
Francisco J. R. Ruiz and
Melanie F. Pradier and
Aaron Schein},
title = {"I Can't Believe It's Not Better!" at NeurIPS Workshops, Virtual,
December 12, 2020},
series = {Proceedings of Machine Learning Research},
volume = {137},
publisher = {{PMLR}},
year = {2020},
url = {https://proceedings.mlr.press/v137/},
timestamp = {Thu, 14 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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