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@article{DBLP:journals/entcom/OngJUGE24, author = {Ardvin Kester Sy Ong and Nicole Louise Josue and Angela Mae B. Urbiztondo and Josephine D. German and Renzo Equi{\~{n}}o{-}Quispe}, title = {Evaluation of consumer usage behavior for interactive entertainment: {A} Netflix case study}, journal = {Entertain. Comput.}, volume = {49}, pages = {100627}, year = {2024} }
@article{DBLP:journals/entropy/DingleAHL24, author = {Kamaludin Dingle and Mohammad Alaskandarani and Boumediene Hamzi and Ard A. Louis}, title = {Exploring Simplicity Bias in 1D Dynamical Systems}, journal = {Entropy}, volume = {26}, number = {5}, pages = {426}, year = {2024} }
@article{DBLP:journals/tgrs/MarieNVAC24, author = {Louis Mari{\'{e}} and Fr{\'{e}}d{\'{e}}ric Nouguier and Douglas C. Vandemark and Fabrice Ardhuin and Bertrand Chapron}, title = {On the Effects of Ocean Surface Motion on Delay-Doppler Altimetry}, journal = {{IEEE} Trans. Geosci. Remote. Sens.}, volume = {62}, pages = {1--25}, year = {2024} }
@inproceedings{DBLP:conf/aaai/HarzliGPL24, author = {Ouns El Harzli and Bernardo Cuenca Grau and Guillermo Valle P{\'{e}}rez and Ard A. Louis}, title = {Double-Descent Curves in Neural Networks: {A} New Perspective Using Gaussian Processes}, booktitle = {{AAAI}}, pages = {11856--11864}, publisher = {{AAAI} Press}, year = {2024} }
@article{DBLP:journals/corr/abs-2403-02522, author = {Sebastien Baur and Zaid Nabulsi and Wei{-}Hung Weng and Jake Garrison and Louis Blankemeier and Sam Fishman and Christina Chen and Sujay Kakarmath and Minyoi Maimbolwa and Nsala Sanjase and Brian Shuma and Yossi Matias and Gregory S. Corrado and Shwetak N. Patel and Shravya Shetty and Shruthi Prabhakara and Monde Muyoyeta and Diego Ardila}, title = {HeAR - Health Acoustic Representations}, journal = {CoRR}, volume = {abs/2403.02522}, year = {2024} }
@article{DBLP:journals/corr/abs-2404-17563, author = {Yoonsoo Nam and Nayara Fonseca and Seok Hyeong Lee and Ard A. Louis}, title = {An exactly solvable model for emergence and scaling laws}, journal = {CoRR}, volume = {abs/2404.17563}, year = {2024} }
@article{DBLP:journals/corr/abs-2406-06512, author = {Louis Blankemeier and Joseph Paul Cohen and Ashwin Kumar and Dave Van Veen and Syed Jamal Safdar Gardezi and Magdalini Paschali and Zhihong Chen and Jean{-}Benoit Delbrouck and Eduardo Pontes Reis and Cesar Truyts and Christian Bluethgen and Malte Engmann Kjeldskov Jensen and Sophie Ostmeier and Maya Varma and Jeya Maria Jose Valanarasu and Zhongnan Fang and Zepeng Huo and Zaid Nabulsi and Diego Ardila and Wei{-}Hung Weng and Edson Amaro J{\'{u}}nior and Neera Ahuja and Jason Alan Fries and Nigam H. Shah and Andrew Johnston and Robert D. Boutin and Andrew Wentland and Curtis P. Langlotz and Jason Hom and Sergios Gatidis and Akshay S. Chaudhari}, title = {Merlin: {A} Vision Language Foundation Model for 3D Computed Tomography}, journal = {CoRR}, volume = {abs/2406.06512}, year = {2024} }
@article{DBLP:journals/corr/abs-2407-04371, author = {Chris Mingard and Jessica Pointing and Charles London and Yoonsoo Nam and Ard A. Louis}, title = {Exploiting the equivalence between quantum neural networks and perceptrons}, journal = {CoRR}, volume = {abs/2407.04371}, year = {2024} }
@article{DBLP:journals/chb/KranenbargGBV23, author = {Marleen Weulen Kranenbarg and Jean{-}Louis Van Gelder and Ard J. Barends and Reinout E. de Vries}, title = {Is there a cybercriminal personality? Comparing cyber offenders and offline offenders on {HEXACO} personality domains and their underlying facets}, journal = {Comput. Hum. Behav.}, volume = {140}, pages = {107576}, year = {2023} }
@inproceedings{DBLP:conf/icemt/EspirituCQO23, author = {Ayena Gwen S. Espiritu and Allyana Louise D. Cruz and Edward Jay M. Quinto and Ardvin Kester Sy Ong}, title = {Influences of Argumentative Speaking Performance in English: {A} structural equation modeling approach using online self-regulated learning and community of inquiry}, booktitle = {{ICEMT}}, pages = {236--242}, publisher = {{ACM}}, year = {2023} }
@article{DBLP:journals/corr/abs-2304-06670, author = {Chris Mingard and Henry Rees and Guillermo Valle P{\'{e}}rez and Ard A. Louis}, title = {Do deep neural networks have an inbuilt Occam's razor?}, journal = {CoRR}, volume = {abs/2304.06670}, year = {2023} }
@article{DBLP:journals/corr/abs-2309-05843, author = {Louis Blankemeier and Sebastien Baur and Wei{-}Hung Weng and Jake Garrison and Yossi Matias and Shruthi Prabhakara and Diego Ardila and Zaid Nabulsi}, title = {Optimizing Audio Augmentations for Contrastive Learning of Health-Related Acoustic Signals}, journal = {CoRR}, volume = {abs/2309.05843}, year = {2023} }
@inproceedings{DBLP:conf/hipc/LinFALLKKO22, author = {Zhongyi Lin and Louis Feng and Ehsan K. Ardestani and Jaewon Lee and John Lundell and Changkyu Kim and Arun Kejariwal and John D. Owens}, title = {Building a Performance Model for Deep Learning Recommendation Model Training on GPUs}, booktitle = {{HIPC}}, pages = {48--58}, publisher = {{IEEE}}, year = {2022} }
@inproceedings{DBLP:conf/ispass/LinFALLKKO22, author = {Zhongyi Lin and Louis Feng and Ehsan K. Ardestani and Jaewon Lee and John Lundell and Changkyu Kim and Arun Kejariwal and John D. Owens}, title = {Building a Performance Model for Deep Learning Recommendation Model Training on GPUs}, booktitle = {{ISPASS}}, pages = {227--229}, publisher = {{IEEE}}, year = {2022} }
@article{DBLP:journals/corr/abs-2201-07821, author = {Zhongyi Lin and Louis Feng and Ehsan K. Ardestani and Jaewon Lee and John Lundell and Changkyu Kim and Arun Kejariwal and John D. Owens}, title = {Building a Performance Model for Deep Learning Recommendation Model Training on GPUs}, journal = {CoRR}, volume = {abs/2201.07821}, year = {2022} }
@article{DBLP:journals/jmlr/MingardPSL21, author = {Chris Mingard and Guillermo Valle P{\'{e}}rez and Joar Skalse and Ard A. Louis}, title = {Is {SGD} a Bayesian sampler? Well, almost}, journal = {J. Mach. Learn. Res.}, volume = {22}, pages = {79:1--79:64}, year = {2021} }
@article{DBLP:journals/corr/abs-2102-07238, author = {Ouns El Harzli and Guillermo Valle P{\'{e}}rez and Ard A. Louis}, title = {Double-descent curves in neural networks: a new perspective using Gaussian processes}, journal = {CoRR}, volume = {abs/2102.07238}, year = {2021} }
@article{DBLP:journals/corr/abs-2103-06219, author = {Shuofeng Zhang and Isaac Reid and Guillermo Valle P{\'{e}}rez and Ard A. Louis}, title = {Why Flatness Correlates With Generalization For Deep Neural Networks}, journal = {CoRR}, volume = {abs/2103.06219}, year = {2021} }
@article{DBLP:journals/nature/CollinsBKZAFKLG20, author = {Ryan L. Collins and Harrison Brand and Konrad J. Karczewski and Xuefang Zhao and Jessica Alf{\"{o}}ldi and Laurent C. Francioli and Amit V. Khera and Chelsea Lowther and Laura D. Gauthier and Harold Wang and Nicholas A. Watts and Matthew Solomonson and Alexander Baumann and Ruchi Munshi and Mark Walker and Christopher W. Whelan and Yongqing Huang and Ted Brookings and Ted Sharpe and Matthew R. Stone and Elise Valkanas and Jack Fu and Grace Tiao and Kristen M. Laricchia and Valent{\'{\i}}n Ruano{-}Rubio and Christine Stevens and Namrata Gupta and Caroline Cusick and Lauren Margolin and Irina M. Armean and Eric Banks and Louis Bergelson and Kristian Cibulskis and Kristen M. Connolly and Miguel Covarrubias and Beryl B. Cummings and Mark J. Daly and Stacey Donnelly and Yossi Farjoun and Steven Ferriera and Stacey Gabriel and Jeff Gentry and Thibault Jeandet and Diane Kaplan and Christopher Llanwarne and Eric V. Minikel and Benjamin M. Neale and Sam Novod and Anne H. O'Donnell{-}Luria and Nikelle Petrillo and Timothy Poterba and David Roazen and Andrea Saltzman and Kaitlin E. Samocha and Molly Schleicher and Cotton Seed and Jos{\'{e}} Soto and Kathleen Tibbetts and Charlotte Tolonen and Christopher Vittal and Gordon Wade and Arcturus Wang and Qingbo Wang and James S. Ware and Ben Weisburd and Nicola Whiffin and Carlos A. Aguilar Salinas and Tariq Ahmad and Christine M. Albert and Diego Ardissino and Gil Atzmon and John Barnard and Laurent Beaugerie and Emelia J. Benjamin and Michael Boehnke and Lori L. Bonnycastle and Erwin P. Bottinger and Donald W. Bowden and Matthew J. Bown and John C. Chambers and Juliana C. Chan and Daniel Chasman and Judy Cho and Mina K. Chung and Bruce Cohen and Adolfo Correa and Dana Dabelea and Dawood Darbar and Ravindranath Duggirala and Jos{\'{e}}e Dupuis and Patrick T. Ellinor and Roberto Elosua and Jeanette Erdmann and T{\~{o}}nu Esko and Martti F{\"{a}}rkkil{\"{a}} and Jose Florez and Andre Franke and Gad Getz and Benjamin Glaser and Stephen J. Glatt and David Goldstein and Clicerio Gonzalez and Leif Groop and Christopher A. Haiman and Craig Hanis and Matthew Harms and Mikko Hiltunen and Matti M. Holi and Christina M. Hultman and Mikko Kallela and Jaakko Kaprio and Sekar Kathiresan and Bong{-}Jo Kim and Young Jin Kim and George Kirov and Jaspal Kooner and Seppo Koskinen and Harlan M. Krumholz and Subra Kugathasan and Soo Heon Kwak and Markku Laakso and Terho Lehtim{\"{a}}ki and Ruth J. F. Loos and Steven A. Lubitz and Ronald C. W. Ma and Daniel G. MacArthur and Jaume Marrugat and Kari M. Mattila and Steven A. McCarroll and Mark I. McCarthy and Dermot McGovern and Ruth McPherson and James B. Meigs and Olle Melander and Andres Metspalu and Peter M. Nilsson and Michael C. O'Donovan and Dost {\"{O}}ng{\"{u}}r and Lorena Orozco and Michael J. Owen and Colin N. A. Palmer and Aarno Palotie and Kyong Soo Park and Carlos Pato and Ann E. Pulver and Nazneen Rahman and Anne M. Remes and John D. Rioux and Samuli Ripatti and Dan M. Roden and Danish Saleheen and Veikko Salomaa and Nilesh J. Samani and Jeremiah Scharf and Heribert Schunkert and Moore B. Shoemaker and Pamela Sklar and Hilkka Soininen and Harry Sokol and Tim Spector and Patrick F. Sullivan and Jaana Suvisaari and E. Shyong Tai and Yik Ying Teo and Tuomi Tiinamaija and Ming Tsuang and Dan Turner and Teresa Tusie{-}Luna and Erkki Vartiainen and Hugh Watkins and Rinse K. Weersma and Maija Wessman and James G. Wilson and Ramnik J. Xavier and Kent D. Taylor and Henry J. Lin and Stephen S. Rich and Wendy S. Post and Yii{-}Der Ida Chen and Jerome I. Rotter and Chad Nusbaum and Anthony A. Philippakis and Eric S. Lander and Michael E. Talkowski}, title = {A structural variation reference for medical and population genetics}, journal = {Nat.}, volume = {581}, number = {7809}, pages = {444--451}, year = {2020} }
@article{DBLP:journals/nature/TurroAMGGSASFTS20, author = {Ernest Turro and William J. Astle and Karyn Megy and Stefan Gr{\"{a}}f and Daniel Greene and Olga Shamardina and Hana Lango Allen and Alba Sanchis{-}Juan and Mattia Frontini and Chantal Thys and Jonathan Stephens and Rutendo Mapeta and Oliver S. Burren and Kate Downes and Matthias Haimel and Salih Tuna and Sri V. V. Deevi and Timothy J. Aitman and David L. H. Bennett and Paul Calleja and Keren Carss and Mark J. Caulfield and Patrick F. Chinnery and Peter H. Dixon and Daniel P. Gale and Roger James and Ania Koziell and Michael A. Laffan and Adam P. Levine and Eamonn R. Maher and Hugh S. Markus and Joannella Morales and Nicholas W. Morrell and Andrew D. Mumford and Elizabeth Ormondroyd and Stuart Rankin and Augusto Rendon and Sylvia Richardson and Irene Roberts and Noemi B. A. Roy and Moin A. Saleem and Kenneth G. C. Smith and Hannah Stark and Rhea Y. Y. Tan and Andreas C. Themistocleous and Adrian J. Thrasher and Hugh Watkins and Andrew R. Webster and Martin R. Wilkins and Catherine Williamson and James Whitworth and Sean Humphray and David R. Bentley and Stephen Abbs and Lara Abulhoul and Julian Adlard and Munaza Ahmed and Hana Alachkar and David J. Allsup and Jeff Almeida{-}King and Philip Ancliff and Richard Antrobus and Ruth Armstrong and Gavin Arno and Sofie Ashford and Anthony Attwood and Paul Aurora and Christian Babbs and Chiara Bacchelli and Tamam Bakchoul and Siddharth Banka and Tadbir Bariana and Julian Barwell and Joana Batista and Helen E. Baxendale and Phil L. Beales and Agnieszka Bierzynska and Tina Biss and Maria A. K. Bitner{-}Glindzicz and Graeme C. M. Black and Marta Bleda and Iulia Blesneac and Detlef Bockenhauer and Harm Bogaard and Christian J. Bourne and Sara Boyce and John R. Bradley and Eugene Bragin and Gerome Breen and Paul Brennan and Carole Brewer and Matthew Brown and Andrew C. Browning and Michael J. Browning and Rachel J. Buchan and Matthew S. Buckland and Teofila Bueser and Carmen Bugarin Diz and John Burn and Siobhan O. Burns and Nigel Burrows and Carolyn Campbell and Gerald Carr{-}White and Ruth Casey and Jenny Chambers and John Chambers and Melanie M. Y. Chan and Calvin Cheah and Floria Cheng and Manali Chitre and Martin T. Christian and Colin Church and Jill Clayton{-}Smith and Maureen Cleary and Naomi Clements Brod and Gerry Coghlan and Elizabeth Colby and Trevor R. P. Cole and Janine Collins and Peter W. Collins and Camilla Colombo and Cecilia J. Compton and Robin Condliffe and Stuart A. Cook and H. Terence Cook and Nichola Cooper and Paul A. Corris and Abigail Furnell and Fiona Cunningham and Nicola S. Curry and Antony J. Cutler and Matthew J. Daniels and Mehul Dattani and Louise C. Daugherty and John Davis and Anthony De Soyza and Timothy Dent and Charu Deshpande and Eleanor F. Dewhurst and Sofia Douzgou and Anna M. Drazyk and Elizabeth Drewe and Daniel Duarte and Tina Dutt and J. David M. Edgar and Karen Edwards and William Egner and Melanie N. Ekani and Perry Elliott and Wendy N. Erber and Marie Erwood and Maria C. Estiu and Dafydd Gareth Evans and Gillian Evans and Tamara Everington and M{\'{e}}lanie Eyries and Hiva Fassihi and Remi Favier and Jack Findhammer and Debra Fletcher and Frances A. Flinter and R. Andres Floto and Tom Fowler and James Fox and Amy J. Frary and Courtney E. French and Kathleen Freson and Henning Gall and Vijeya Ganesan and Michael Gattens and Claire Geoghegan and Terence S. A. Gerighty and Ali G. Gharavi and Stefano Ghio and Hossein{-}Ardeschir Ghofrani and J. Simon R. Gibbs and Kate Gibson and Kimberly C. Gilmour and Barbara Girerd and Nicholas S. Gleadall and Sarah Goddard and David B. Goldstein and Keith Gomez and Pavels Gordins and David Gosal and Jodie Graham and Luigi Grassi and Lynn Greenhalgh and Andreas Greinacher and Paolo Gresele and Philip Griffiths and Sofia Grigoriadou and Russell J. Grocock and Detelina Grozeva and Mark Gurnell and Scott Hackett and Charaka Hadinnapola and William M. Hague and Rosie Hague and Matthew Hall and Helen L. Hanson and Eshika Haque and Kirsty Harkness and Andrew R. Harper and Claire L. Harris and Daniel Hart and Ahamad Hassan and Grant Hayman and Alex Henderson and Archana Herwadkar and Jonathan Hoffman and Simon Holden and Rita Horvath and Henry Houlden and Arjan C. Houweling and Luke S. G. E. Howard and Fengyuan Hu and Gavin Hudson and Joseph Hughes and Aarnoud P. Huissoon and Marc Humbert and Sarah Hunter and Matthew E. Hurles and Melita Irving and Louise Izatt and Sally A. Johnson and Stephen Jolles and Jennifer Jolley and Dragana Josifova and Neringa Jurkute and Tim Karten and Johannes Karten and Mary A. Kasanicki and Hanadi Kazkaz and Rashid Kazmi and Peter Kelleher and Anne M. Kelly and Wilf Kelsall and Carly Kempster and David G. Kiely and Nathalie Kingston and Robert Klima and Nils Koelling and Myrto Kostadima and Gabor Kovacs and Roman Kreuzhuber and Taco W. Kuijpers and Ajith Kumar and Dinakantha Kumararatne and Manju A. Kurian and Fiona Lalloo and Michele Lambert and Allan Lawrie and D. Mark Layton and Nick Lench and Claire Lentaigne and Tracy Lester and Rachel Linger and Hilary Longhurst and Lorena E. Lorenzo and Eleni Louka and Paul A. Lyons and Rajiv D. Machado and Robert V. MacKenzie Ross and Bella Madan and Jesmeen Maimaris and Samantha Malka and Sarah Mangles and Kevin J. Marchbank and Stephen Marks and Hanns{-}Ulrich Marschall and Andrew G. Marshall and Jennifer Martin and Mary Mathias and Emma Matthews and Heather Maxwell and Paul McAlinden and Mark I. McCarthy and Harriet McKinney and Aoife McMahon and Stuart Meacham and Adam J. Mead and Ignacio Medina Castello and Sarju G. Mehta and Michel Michaelides and Carolyn Millar and Shehla N. Mohammed and Shahin Moledina and David Montani and Anthony T. Moore and Monika Mozere and Keith W. Muir and Andrea H. Nemeth and William G. Newman and Michael Newnham and Sadia Noorani and Paquita Nurden and Jennifer O'Sullivan and Samya Obaji and Chris Odhams and Steven Okoli and Andrea Olschewski and Horst Olschewski and Kai Ren Ong and S. Helen Oram and Willem H. Ouwehand and Claire Palles and Sofia Papadia and Soo{-}Mi Park and David Parry and Smita Patel and Joan Paterson and Andrew Peacock and Simon H. Pearce and John Peden and Kathelijne Peerlinck and Christopher J. Penkett and Joanna Pepke{-}Zaba and Romina Petersen and Clarissa Pilkington and Kenneth E. S. Poole and Radhika Prathalingam and Bethan Psaila and Angela Pyle and Richard Quinton and Shamima Rahman and Anupama Rao and F. Lucy Raymond and Paula J. Rayner{-}Matthews and Christine Rees and Tara Renton and Christopher J. Rhodes and Andrew S. C. Rice and Alex Richter and Leema Robert and Anthony Rogers and Sarah J. Rose and Robert Ross{-}Russell and Catherine Roughley and Deborah M. Ruddy and Omid Sadeghi{-}Alavijeh and Nilesh J. Samani and Crina Samarghitean and Ravishankar B. Sargur and Robert N. Sarkany and Simon Satchell and Sinisa Savic and John A. Sayer and Genevieve Sayer and Laura Scelsi and Andrew M. Schaefer and Sol Schulman and Richard Scott and Marie Scully and Claire Searle and Werner Seeger and Arjune Sen and W. A. Carrock Sewell and Denis Seyres and Neil Shah and Susan E. Shapiro and Adam C. Shaw and Patrick J. Short and Keith Sibson and Lucy Side and Ilenia Simeoni and Michael A. Simpson and Matthew C. Sims and Suthesh Sivapalaratnam and Damian Smedley and Katherine R. Smith and Katie Snape and Nicole Soranzo and Florent Soubrier and Laura Southgate and Olivera Spasic{-}Boskovic and Simon Staines and Emily Staples and Charles A. Steward and Kathleen E. Stirrups and Alex Stuckey and Jay Suntharalingam and Emilia M. Swietlik and Petros Syrris and R. Campbell Tait and Kate Talks and Katie Tate and John M. Taylor and Jenny C. Taylor and James E. Thaventhiran and Ellen Thomas and David Thomas and Moira J. Thomas and Patrick Thomas and Kate Thomson and Glen Threadgold and Tobias Tilly and Marc Tischkowitz and Catherine Titterton and John A. Todd and Cheng{-}Hock Toh and Bas Tolhuis and Ian P. Tomlinson and Mark Toshner and Matthew Traylor and Carmen Treacy and Paul Treadaway and Richard Trembath and Wojciech Turek and Philip Twiss and Tom Vale and Chris Van Geet and Natalie van Zuydam and Maarten Vandekuilen and Anthony M. Vandersteen and Marta Vazquez{-}Lopez and Julie von Ziegenweidt and Anton Vonk{-}Noordegraaf and Annette Wagner and Quinten Waisfisz and Suellen M. Walker and Neil Walker and Klaudia Walter and James S. Ware and Christopher Watt and Lucy Wedderburn and Wei Wei and Steven B. Welch and Julie Wessels and Sarah K. Westbury and John{-}Paul Westwood and John Wharton and Deborah Whitehorn and Andrew O. M. Wilkie and Brian T. Wilson and Edwin K. S. Wong and Nicholas W. Wood and Yvette Wood and Christopher Geoffrey Woods and Emma R. Woodward and Stephen J. Wort and Austen Worth and Michael Wright and Katherine Yates and Patrick F. K. Yong and Timothy Young and Ping Yu and Patrick Yu{-}Wai{-}Man and Eliska Zlamalova}, title = {Whole-genome sequencing of patients with rare diseases in a national health system}, journal = {Nat.}, volume = {583}, number = {7814}, pages = {96--102}, year = {2020} }
@inproceedings{DBLP:conf/hci/OstlundFMDFGLLC20, author = {Britt {\"{O}}stlund and Bj{\"{o}}rn Fischer and Barbara Marshall and Nicole K. Dalmer and Mireia Fern{\'{a}}ndez{-}Ard{\`{e}}vol and Andrea Garcia{-}Santesmases and Daniel Lopez and Eug{\`{e}}ne Loos and Fangyuan Chang and Xin Chen and Louis Neven and Alexander Peine and Andrea Rosales and Sanna Kuoppam{\"{a}}ki}, title = {Using Academic Work Places to Involve Older People in the Design of Digital Applications. Presentation of a Methodological Framework to Advance Co-design in Later Life}, booktitle = {{HCI} {(27)}}, series = {Lecture Notes in Computer Science}, volume = {12207}, pages = {45--58}, publisher = {Springer}, year = {2020} }
@article{DBLP:journals/corr/abs-2006-15191, author = {Chris Mingard and Guillermo Valle P{\'{e}}rez and Joar Skalse and Ard A. Louis}, title = {Is {SGD} a Bayesian sampler? Well, almost}, journal = {CoRR}, volume = {abs/2006.15191}, year = {2020} }
@article{DBLP:journals/corr/abs-2008-11241, author = {Marco Liuni and Luc Ardaillon and Louise Bonal and Lou Seropian and Jean{-}Julien Aucouturier}, title = {{ANGUS:} Real-time manipulation of vocal roughness for emotional speech transformations}, journal = {CoRR}, volume = {abs/2008.11241}, year = {2020} }
@article{DBLP:journals/corr/abs-2012-04115, author = {Guillermo Valle P{\'{e}}rez and Ard A. Louis}, title = {Generalization bounds for deep learning}, journal = {CoRR}, volume = {abs/2012.04115}, year = {2020} }
@article{DBLP:journals/jcc/SumaPMSRLDMR19, author = {Antonio Suma and Erik Poppleton and Michael Matthies and Petr Sulc and Flavio Romano and Ard A. Louis and Jonathan P. K. Doye and Cristian Micheletti and Lorenzo Rovigatti}, title = {TacoxDNA: {A} user-friendly web server for simulations of complex {DNA} structures, from single strands to origami}, journal = {J. Comput. Chem.}, volume = {40}, number = {29}, pages = {2586--2595}, year = {2019} }
@inproceedings{DBLP:conf/iclr/PerezCL19, author = {Guillermo Valle P{\'{e}}rez and Chico Q. Camargo and Ard A. Louis}, title = {Deep learning generalizes because the parameter-function map is biased towards simple functions}, booktitle = {{ICLR} (Poster)}, publisher = {OpenReview.net}, year = {2019} }
@article{DBLP:journals/corr/abs-1909-11522, author = {Chris Mingard and Joar Skalse and Guillermo Valle P{\'{e}}rez and David Mart{\'{\i}}nez{-}Rubio and Vladimir Mikulik and Ard A. Louis}, title = {Neural networks are a priori biased towards Boolean functions with low entropy}, journal = {CoRR}, volume = {abs/1909.11522}, year = {2019} }
@article{DBLP:journals/corr/abs-1805-08522, author = {Guillermo Valle P{\'{e}}rez and Chico Q. Camargo and Ard A. Louis}, title = {Deep learning generalizes because the parameter-function map is biased towards simple functions}, journal = {CoRR}, volume = {abs/1805.08522}, year = {2018} }
@inproceedings{DBLP:conf/igarss/QianBDMGKBMMFAF17, author = {Shen{-}En Qian and Martin Bergeron and Oleg Djazovski and Michael Maszkiewicz and Ralph Girard and Mary Kappus and Jeffrey Bowles and Antonio Mannino and Adam Matuszeski and Michael Furlong and Jean{-}Pierre Ardouin and Georges Fournier and Jos{\'{e}}e L{\'{e}}vesque and Louis Moreau and Jean{-}Francois Lavigne and Julie Mandar and Jennifer Busler and Gary Buttner}, title = {A spaceborne coastal and inland water color hyperspectral imager}, booktitle = {{IGARSS}}, pages = {447--450}, publisher = {{IEEE}}, year = {2017} }
@article{DBLP:journals/ploscb/GreenburySAL16, author = {Sam F. Greenbury and Steffen Schaper and Sebastian E. Ahnert and Ard A. Louis}, title = {Genetic Correlations Greatly Increase Mutational Robustness and Can Both Reduce and Enhance Evolvability}, journal = {PLoS Comput. Biol.}, volume = {12}, number = {3}, year = {2016} }
@article{DBLP:journals/lgrs/KhajehJA14, author = {Saman Khajeh and Iraj Jazireeyan and Alireza Azmoudeh Ardalan}, title = {Applying Satellite Altimetry to Wetland Water Levels Monitoring (Case Study: Louisiana Wetland)}, journal = {{IEEE} Geosci. Remote. Sens. Lett.}, volume = {11}, number = {9}, pages = {1475--1478}, year = {2014} }
@article{DBLP:journals/nc/SulcORDL14, author = {Petr Sulc and Thomas E. Ouldridge and Flavio Romano and Jonathan P. K. Doye and Ard A. Louis}, title = {Simulating a burnt-bridges {DNA} motor with a coarse-grained {DNA} model}, journal = {Nat. Comput.}, volume = {13}, number = {4}, pages = {535--547}, year = {2014} }
@article{DBLP:journals/corr/ZenilSDL13, author = {Hector Zenil and Fernando Soler{-}Toscano and Kamaludin Dingle and Ard A. Louis}, title = {Graph Automorphism and Topological Characterization of Synthetic and Natural Complex Networks by Information Content}, journal = {CoRR}, volume = {abs/1306.0322}, year = {2013} }
@inproceedings{DBLP:conf/seal/ArdakanyL12, author = {Abbas Roayaie Ardakany and Sushil J. Louis}, title = {Improving Gender Recognition Using Genetic Algorithms}, booktitle = {{SEAL}}, series = {Lecture Notes in Computer Science}, volume = {7673}, pages = {501--510}, publisher = {Springer}, year = {2012} }
@article{DBLP:journals/neuroimage/KleinAAAACCCGHSJLRTVWMP09, author = {Arno Klein and Jesper L. R. Andersson and Babak A. Ardekani and John Ashburner and Brian B. Avants and Ming{-}Chang Chiang and Gary E. Christensen and D. Louis Collins and James C. Gee and Pierre Hellier and Joo Hyun Song and Mark Jenkinson and Claude Lepage and Daniel Rueckert and Paul M. Thompson and Tom Vercauteren and Roger P. Woods and J. John Mann and Ramin V. Parsey}, title = {Evaluation of 14 nonlinear deformation algorithms applied to human brain {MRI} registration}, journal = {NeuroImage}, volume = {46}, number = {3}, pages = {786--802}, year = {2009} }
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