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Publication search results
found 32 matches
- 2024
- Kamaludin Dingle
, Mohammad Alaskandarani, Boumediene Hamzi, Ard A. Louis:
Exploring Simplicity Bias in 1D Dynamical Systems. Entropy 26(5): 426 (2024) - Ouns El Harzli, Bernardo Cuenca Grau, Guillermo Valle Pérez, Ard A. Louis:
Double-Descent Curves in Neural Networks: A New Perspective Using Gaussian Processes. AAAI 2024: 11856-11864 - Sebastien Baur, Zaid Nabulsi, Wei-Hung Weng, Jake Garrison, Louis Blankemeier, Sam Fishman, Christina Chen, Sujay Kakarmath, Minyoi Maimbolwa, Nsala Sanjase, Brian Shuma, Yossi Matias, Gregory S. Corrado, Shwetak N. Patel, Shravya Shetty, Shruthi Prabhakara, Monde Muyoyeta, Diego Ardila:
HeAR - Health Acoustic Representations. CoRR abs/2403.02522 (2024) - Yoonsoo Nam, Nayara Fonseca, Seok Hyeong Lee, Ard Louis:
An exactly solvable model for emergence and scaling laws. CoRR abs/2404.17563 (2024) - Louis Blankemeier, Joseph Paul Cohen, Ashwin Kumar, Dave Van Veen, Syed Jamal Safdar Gardezi, Magdalini Paschali, Zhihong Chen, Jean-Benoit Delbrouck, Eduardo Pontes Reis, Cesar Truyts, Christian Bluethgen, Malte Engmann Kjeldskov Jensen, Sophie Ostmeier, Maya Varma, Jeya Maria Jose Valanarasu, Zhongnan Fang, Zepeng Huo, Zaid Nabulsi, Diego Ardila, Wei-Hung Weng, Edson Amaro Júnior, Neera Ahuja, Jason Alan Fries, Nigam H. Shah, Andrew Johnston, Robert D. Boutin, Andrew Wentland, Curtis P. Langlotz, Jason Hom, Sergios Gatidis, Akshay S. Chaudhari:
Merlin: A Vision Language Foundation Model for 3D Computed Tomography. CoRR abs/2406.06512 (2024) - 2023
- Marleen Weulen Kranenbarg
, Jean-Louis Van Gelder, Ard J. Barends
, Reinout E. de Vries
:
Is there a cybercriminal personality? Comparing cyber offenders and offline offenders on HEXACO personality domains and their underlying facets. Comput. Hum. Behav. 140: 107576 (2023) - Ayena Gwen S. Espiritu
, Allyana Louise D. Cruz
, Edward Jay M. Quinto
, Ardvin Kester Sy Ong
:
Influences of Argumentative Speaking Performance in English: A structural equation modeling approach using online self-regulated learning and community of inquiry. ICEMT 2023: 236-242 - Chris Mingard, Henry Rees, Guillermo Valle Pérez, Ard A. Louis:
Do deep neural networks have an inbuilt Occam's razor? CoRR abs/2304.06670 (2023) - Louis Blankemeier, Sebastien Baur, Wei-Hung Weng, Jake Garrison, Yossi Matias, Shruthi Prabhakara, Diego Ardila, Zaid Nabulsi:
Optimizing Audio Augmentations for Contrastive Learning of Health-Related Acoustic Signals. CoRR abs/2309.05843 (2023) - 2022
- Zhongyi Lin, Louis Feng, Ehsan K. Ardestani, Jaewon Lee, John Lundell, Changkyu Kim, Arun Kejariwal, John D. Owens:
Building a Performance Model for Deep Learning Recommendation Model Training on GPUs. HIPC 2022: 48-58 - Zhongyi Lin, Louis Feng, Ehsan K. Ardestani, Jaewon Lee, John Lundell, Changkyu Kim, Arun Kejariwal, John D. Owens:
Building a Performance Model for Deep Learning Recommendation Model Training on GPUs. ISPASS 2022: 227-229 - Zhongyi Lin, Louis Feng, Ehsan K. Ardestani, Jaewon Lee, John Lundell, Changkyu Kim, Arun Kejariwal, John D. Owens:
Building a Performance Model for Deep Learning Recommendation Model Training on GPUs. CoRR abs/2201.07821 (2022) - 2021
- Chris Mingard, Guillermo Valle Pérez, Joar Skalse, Ard A. Louis:
Is SGD a Bayesian sampler? Well, almost. J. Mach. Learn. Res. 22: 79:1-79:64 (2021) - Ouns El Harzli, Guillermo Valle Pérez, Ard A. Louis:
Double-descent curves in neural networks: a new perspective using Gaussian processes. CoRR abs/2102.07238 (2021) - Shuofeng Zhang, Isaac Reid, Guillermo Valle Pérez, Ard A. Louis:
Why Flatness Correlates With Generalization For Deep Neural Networks. CoRR abs/2103.06219 (2021) - 2020
- Ryan L. Collins
, Harrison Brand, Konrad J. Karczewski, Xuefang Zhao, Jessica Alföldi, Laurent C. Francioli, Amit V. Khera, Chelsea Lowther, Laura D. Gauthier, Harold Wang, Nicholas A. Watts, Matthew Solomonson, Alexander Baumann, Ruchi Munshi, Mark Walker, Christopher W. Whelan, Yongqing Huang, Ted Brookings, Ted Sharpe, Matthew R. Stone, Elise Valkanas, Jack Fu, Grace Tiao, Kristen M. Laricchia, Valentín Ruano-Rubio, Christine Stevens, Namrata Gupta, Caroline Cusick, Lauren Margolin, Irina M. Armean
, Eric Banks, Louis Bergelson, Kristian Cibulskis, Kristen M. Connolly, Miguel Covarrubias, Beryl B. Cummings, Mark J. Daly, Stacey Donnelly, Yossi Farjoun, Steven Ferriera, Stacey Gabriel, Jeff Gentry, Thibault Jeandet, Diane Kaplan, Christopher Llanwarne, Eric V. Minikel, Benjamin M. Neale, Sam Novod, Anne H. O'Donnell-Luria, Nikelle Petrillo, Timothy Poterba, David Roazen, Andrea Saltzman, Kaitlin E. Samocha, Molly Schleicher, Cotton Seed, José Soto, Kathleen Tibbetts, Charlotte Tolonen, Christopher Vittal, Gordon Wade, Arcturus Wang, Qingbo Wang, James S. Ware
, Ben Weisburd, Nicola Whiffin, Carlos A. Aguilar Salinas, Tariq Ahmad, Christine M. Albert, Diego Ardissino, Gil Atzmon, John Barnard, Laurent Beaugerie, Emelia J. Benjamin, Michael Boehnke, Lori L. Bonnycastle, Erwin P. Bottinger, Donald W. Bowden, Matthew J. Bown, John C. Chambers, Juliana C. Chan, Daniel Chasman, Judy Cho, Mina K. Chung, Bruce Cohen, Adolfo Correa, Dana Dabelea, Dawood Darbar, Ravindranath Duggirala, Josée Dupuis, Patrick T. Ellinor, Roberto Elosua, Jeanette Erdmann
, Tõnu Esko, Martti Färkkilä, Jose Florez, Andre Franke, Gad Getz, Benjamin Glaser, Stephen J. Glatt, David Goldstein, Clicerio Gonzalez, Leif Groop, Christopher A. Haiman, Craig Hanis, Matthew Harms, Mikko Hiltunen, Matti M. Holi, Christina M. Hultman, Mikko Kallela, Jaakko Kaprio
, Sekar Kathiresan, Bong-Jo Kim, Young Jin Kim, George Kirov, Jaspal Kooner, Seppo Koskinen, Harlan M. Krumholz, Subra Kugathasan, Soo Heon Kwak, Markku Laakso, Terho Lehtimäki, Ruth J. F. Loos, Steven A. Lubitz, Ronald C. W. Ma, Daniel G. MacArthur, Jaume Marrugat, Kari M. Mattila, Steven A. McCarroll, Mark I. McCarthy, Dermot McGovern, Ruth McPherson, James B. Meigs, Olle Melander, Andres Metspalu, Peter M. Nilsson, Michael C. O'Donovan, Dost Öngür, Lorena Orozco, Michael J. Owen, Colin N. A. Palmer, Aarno Palotie, Kyong Soo Park, Carlos Pato, Ann E. Pulver, Nazneen Rahman, Anne M. Remes, John D. Rioux, Samuli Ripatti, Dan M. Roden, Danish Saleheen, Veikko Salomaa, Nilesh J. Samani, Jeremiah Scharf, Heribert Schunkert, Moore B. Shoemaker, Pamela Sklar, Hilkka Soininen, Harry Sokol, Tim Spector, Patrick F. Sullivan, Jaana Suvisaari, E. Shyong Tai
, Yik Ying Teo, Tuomi Tiinamaija, Ming Tsuang, Dan Turner, Teresa Tusie-Luna, Erkki Vartiainen, Hugh Watkins, Rinse K. Weersma, Maija Wessman, James G. Wilson, Ramnik J. Xavier, Kent D. Taylor, Henry J. Lin, Stephen S. Rich, Wendy S. Post, Yii-Der Ida Chen, Jerome I. Rotter, Chad Nusbaum, Anthony A. Philippakis, Eric S. Lander, Michael E. Talkowski:
A structural variation reference for medical and population genetics. Nat. 581(7809): 444-451 (2020) - Ernest Turro
, William J. Astle
, Karyn Megy, Stefan Gräf, Daniel Greene, Olga Shamardina, Hana Lango Allen, Alba Sanchis-Juan, Mattia Frontini, Chantal Thys, Jonathan Stephens, Rutendo Mapeta, Oliver S. Burren
, Kate Downes, Matthias Haimel
, Salih Tuna, Sri V. V. Deevi, Timothy J. Aitman
, David L. H. Bennett
, Paul Calleja, Keren Carss, Mark J. Caulfield, Patrick F. Chinnery
, Peter H. Dixon, Daniel P. Gale, Roger James
, Ania Koziell, Michael A. Laffan, Adam P. Levine
, Eamonn R. Maher, Hugh S. Markus, Joannella Morales
, Nicholas W. Morrell
, Andrew D. Mumford
, Elizabeth Ormondroyd, Stuart Rankin, Augusto Rendon, Sylvia Richardson, Irene Roberts, Noemi B. A. Roy, Moin A. Saleem, Kenneth G. C. Smith, Hannah Stark, Rhea Y. Y. Tan, Andreas C. Themistocleous
, Adrian J. Thrasher, Hugh Watkins, Andrew R. Webster, Martin R. Wilkins
, Catherine Williamson, James Whitworth, Sean Humphray, David R. Bentley, Stephen Abbs, Lara Abulhoul, Julian Adlard, Munaza Ahmed, Hana Alachkar, David J. Allsup, Jeff Almeida-King, Philip Ancliff, Richard Antrobus, Ruth Armstrong, Gavin Arno, Sofie Ashford, Anthony Attwood, Paul Aurora, Christian Babbs, Chiara Bacchelli, Tamam Bakchoul, Siddharth Banka, Tadbir Bariana, Julian Barwell, Joana Batista, Helen E. Baxendale, Phil L. Beales, Agnieszka Bierzynska, Tina Biss, Maria A. K. Bitner-Glindzicz, Graeme C. M. Black
, Marta Bleda, Iulia Blesneac, Detlef Bockenhauer, Harm Bogaard, Christian J. Bourne, Sara Boyce, John R. Bradley
, Eugene Bragin, Gerome Breen, Paul Brennan, Carole Brewer, Matthew Brown, Andrew C. Browning, Michael J. Browning, Rachel J. Buchan
, Matthew S. Buckland, Teofila Bueser, Carmen Bugarin Diz, John Burn, Siobhan O. Burns, Nigel Burrows, Carolyn Campbell, Gerald Carr-White, Ruth Casey, Jenny Chambers, John Chambers, Melanie M. Y. Chan, Calvin Cheah, Floria Cheng, Manali Chitre, Martin T. Christian, Colin Church, Jill Clayton-Smith, Maureen Cleary, Naomi Clements Brod, Gerry Coghlan, Elizabeth Colby, Trevor R. P. Cole, Janine Collins, Peter W. Collins, Camilla Colombo, Cecilia J. Compton, Robin Condliffe, Stuart A. Cook, H. Terence Cook, Nichola Cooper, Paul A. Corris, Abigail Furnell, Fiona Cunningham, Nicola S. Curry, Antony J. Cutler, Matthew J. Daniels, Mehul Dattani, Louise C. Daugherty
, John Davis, Anthony De Soyza, Timothy Dent, Charu Deshpande, Eleanor F. Dewhurst, Sofia Douzgou, Anna M. Drazyk, Elizabeth Drewe, Daniel Duarte, Tina Dutt, J. David M. Edgar, Karen Edwards, William Egner, Melanie N. Ekani, Perry Elliott
, Wendy N. Erber, Marie Erwood, Maria C. Estiu, Dafydd Gareth Evans
, Gillian Evans, Tamara Everington, Mélanie Eyries, Hiva Fassihi, Remi Favier, Jack Findhammer, Debra Fletcher, Frances A. Flinter, R. Andres Floto, Tom Fowler, James Fox, Amy J. Frary, Courtney E. French, Kathleen Freson
, Henning Gall, Vijeya Ganesan, Michael Gattens, Claire Geoghegan, Terence S. A. Gerighty, Ali G. Gharavi, Stefano Ghio, Hossein-Ardeschir Ghofrani, J. Simon R. Gibbs, Kate Gibson, Kimberly C. Gilmour, Barbara Girerd, Nicholas S. Gleadall, Sarah Goddard, David B. Goldstein, Keith Gomez, Pavels Gordins, David Gosal, Jodie Graham, Luigi Grassi, Lynn Greenhalgh, Andreas Greinacher, Paolo Gresele, Philip Griffiths, Sofia Grigoriadou, Russell J. Grocock, Detelina Grozeva, Mark Gurnell, Scott Hackett, Charaka Hadinnapola, William M. Hague, Rosie Hague, Matthew Hall, Helen L. Hanson, Eshika Haque, Kirsty Harkness, Andrew R. Harper, Claire L. Harris, Daniel Hart, Ahamad Hassan, Grant Hayman, Alex Henderson, Archana Herwadkar, Jonathan Hoffman, Simon Holden, Rita Horvath
, Henry Houlden, Arjan C. Houweling, Luke S. G. E. Howard, Fengyuan Hu, Gavin Hudson, Joseph Hughes, Aarnoud P. Huissoon, Marc Humbert, Sarah Hunter, Matthew E. Hurles, Melita Irving, Louise Izatt, Sally A. Johnson, Stephen Jolles, Jennifer Jolley, Dragana Josifova, Neringa Jurkute, Tim Karten, Johannes Karten, Mary A. Kasanicki, Hanadi Kazkaz, Rashid Kazmi, Peter Kelleher, Anne M. Kelly, Wilf Kelsall, Carly Kempster, David G. Kiely, Nathalie Kingston, Robert Klima, Nils Koelling
, Myrto Kostadima, Gabor Kovacs, Roman Kreuzhuber, Taco W. Kuijpers, Ajith Kumar, Dinakantha Kumararatne, Manju A. Kurian, Fiona Lalloo, Michele Lambert, Allan Lawrie, D. Mark Layton, Nick Lench, Claire Lentaigne, Tracy Lester, Rachel Linger, Hilary Longhurst, Lorena E. Lorenzo, Eleni Louka, Paul A. Lyons, Rajiv D. Machado, Robert V. MacKenzie Ross, Bella Madan, Jesmeen Maimaris, Samantha Malka, Sarah Mangles, Kevin J. Marchbank, Stephen Marks, Hanns-Ulrich Marschall
, Andrew G. Marshall
, Jennifer Martin, Mary Mathias, Emma Matthews, Heather Maxwell, Paul McAlinden, Mark I. McCarthy, Harriet McKinney, Aoife McMahon
, Stuart Meacham, Adam J. Mead, Ignacio Medina Castello, Sarju G. Mehta, Michel Michaelides, Carolyn Millar, Shehla N. Mohammed, Shahin Moledina, David Montani, Anthony T. Moore, Monika Mozere, Keith W. Muir, Andrea H. Nemeth, William G. Newman, Michael Newnham, Sadia Noorani, Paquita Nurden, Jennifer O'Sullivan, Samya Obaji, Chris Odhams, Steven Okoli, Andrea Olschewski
, Horst Olschewski, Kai Ren Ong, S. Helen Oram, Willem H. Ouwehand
, Claire Palles, Sofia Papadia, Soo-Mi Park, David Parry, Smita Patel, Joan Paterson, Andrew Peacock, Simon H. Pearce, John Peden, Kathelijne Peerlinck, Christopher J. Penkett, Joanna Pepke-Zaba, Romina Petersen, Clarissa Pilkington, Kenneth E. S. Poole, Radhika Prathalingam, Bethan Psaila, Angela Pyle, Richard Quinton, Shamima Rahman, Anupama Rao, F. Lucy Raymond, Paula J. Rayner-Matthews, Christine Rees, Tara Renton, Christopher J. Rhodes, Andrew S. C. Rice, Alex Richter, Leema Robert, Anthony Rogers, Sarah J. Rose, Robert Ross-Russell, Catherine Roughley, Deborah M. Ruddy, Omid Sadeghi-Alavijeh, Nilesh J. Samani, Crina Samarghitean, Ravishankar B. Sargur, Robert N. Sarkany, Simon Satchell, Sinisa Savic, John A. Sayer, Genevieve Sayer, Laura Scelsi, Andrew M. Schaefer, Sol Schulman, Richard Scott, Marie Scully, Claire Searle, Werner Seeger, Arjune Sen, W. A. Carrock Sewell, Denis Seyres, Neil Shah, Susan E. Shapiro, Adam C. Shaw, Patrick J. Short, Keith Sibson, Lucy Side, Ilenia Simeoni, Michael A. Simpson, Matthew C. Sims, Suthesh Sivapalaratnam, Damian Smedley, Katherine R. Smith, Katie Snape, Nicole Soranzo
, Florent Soubrier, Laura Southgate, Olivera Spasic-Boskovic, Simon Staines, Emily Staples, Charles A. Steward
, Kathleen E. Stirrups, Alex Stuckey, Jay Suntharalingam, Emilia M. Swietlik, Petros Syrris, R. Campbell Tait, Kate Talks, Katie Tate, John M. Taylor, Jenny C. Taylor
, James E. Thaventhiran, Ellen Thomas, David Thomas, Moira J. Thomas, Patrick Thomas, Kate Thomson, Glen Threadgold, Tobias Tilly, Marc Tischkowitz, Catherine Titterton, John A. Todd
, Cheng-Hock Toh, Bas Tolhuis, Ian P. Tomlinson, Mark Toshner, Matthew Traylor, Carmen Treacy, Paul Treadaway, Richard Trembath, Wojciech Turek, Philip Twiss, Tom Vale, Chris Van Geet, Natalie van Zuydam, Maarten Vandekuilen, Anthony M. Vandersteen, Marta Vazquez-Lopez, Julie von Ziegenweidt, Anton Vonk-Noordegraaf, Annette Wagner, Quinten Waisfisz, Suellen M. Walker, Neil Walker
, Klaudia Walter, James S. Ware
, Christopher Watt, Lucy Wedderburn, Wei Wei, Steven B. Welch, Julie Wessels, Sarah K. Westbury, John-Paul Westwood, John Wharton, Deborah Whitehorn, Andrew O. M. Wilkie, Brian T. Wilson, Edwin K. S. Wong, Nicholas W. Wood
, Yvette Wood, Christopher Geoffrey Woods, Emma R. Woodward, Stephen J. Wort, Austen Worth, Michael Wright, Katherine Yates, Patrick F. K. Yong, Timothy Young, Ping Yu, Patrick Yu-Wai-Man, Eliska Zlamalova:
Whole-genome sequencing of patients with rare diseases in a national health system. Nat. 583(7814): 96-102 (2020) - Britt Östlund, Björn Fischer
, Barbara Marshall, Nicole K. Dalmer
, Mireia Fernández-Ardèvol, Andrea Garcia-Santesmases, Daniel Lopez, Eugène Loos, Fangyuan Chang, Xin Chen, Louis Neven, Alexander Peine, Andrea Rosales
, Sanna Kuoppamäki:
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. HCI (27) 2020: 45-58 - Chris Mingard, Guillermo Valle Pérez, Joar Skalse, Ard A. Louis:
Is SGD a Bayesian sampler? Well, almost. CoRR abs/2006.15191 (2020) - Marco Liuni, Luc Ardaillon, Louise Bonal, Lou Seropian, Jean-Julien Aucouturier:
ANGUS: Real-time manipulation of vocal roughness for emotional speech transformations. CoRR abs/2008.11241 (2020) - Guillermo Valle Pérez, Ard A. Louis:
Generalization bounds for deep learning. CoRR abs/2012.04115 (2020) - 2019
- Antonio Suma
, Erik Poppleton
, Michael Matthies, Petr Sulc
, Flavio Romano, Ard A. Louis
, Jonathan P. K. Doye
, Cristian Micheletti
, Lorenzo Rovigatti
:
TacoxDNA: A user-friendly web server for simulations of complex DNA structures, from single strands to origami. J. Comput. Chem. 40(29): 2586-2595 (2019) - Guillermo Valle Pérez, Chico Q. Camargo, Ard A. Louis:
Deep learning generalizes because the parameter-function map is biased towards simple functions. ICLR (Poster) 2019 - Chris Mingard, Joar Skalse, Guillermo Valle Pérez, David Martínez-Rubio, Vladimir Mikulik, Ard A. Louis:
Neural networks are a priori biased towards Boolean functions with low entropy. CoRR abs/1909.11522 (2019) - 2018
- Guillermo Valle Pérez, Chico Q. Camargo, Ard A. Louis:
Deep learning generalizes because the parameter-function map is biased towards simple functions. CoRR abs/1805.08522 (2018) - 2017
- Shen-En Qian, Martin Bergeron, Oleg Djazovski, Michael Maszkiewicz, Ralph Girard, Mary Kappus, Jeffrey Bowles, Antonio Mannino, Adam Matuszeski, Michael Furlong, Jean-Pierre Ardouin, Georges Fournier, Josée Lévesque, Louis Moreau, Jean-Francois Lavigne, Julie Mandar, Jennifer Busler, Gary Buttner:
A spaceborne coastal and inland water color hyperspectral imager. IGARSS 2017: 447-450 - 2016
- Sam F. Greenbury
, Steffen Schaper, Sebastian E. Ahnert, Ard A. Louis
:
Genetic Correlations Greatly Increase Mutational Robustness and Can Both Reduce and Enhance Evolvability. PLoS Comput. Biol. 12(3) (2016) - 2014
- Saman Khajeh, Iraj Jazireeyan, Alireza Azmoudeh Ardalan
:
Applying Satellite Altimetry to Wetland Water Levels Monitoring (Case Study: Louisiana Wetland). IEEE Geosci. Remote. Sens. Lett. 11(9): 1475-1478 (2014) - Petr Sulc
, Thomas E. Ouldridge
, Flavio Romano, Jonathan P. K. Doye
, Ard A. Louis
:
Simulating a burnt-bridges DNA motor with a coarse-grained DNA model. Nat. Comput. 13(4): 535-547 (2014) - 2013
- Hector Zenil, Fernando Soler-Toscano, Kamaludin Dingle, Ard A. Louis:
Graph Automorphism and Topological Characterization of Synthetic and Natural Complex Networks by Information Content. CoRR abs/1306.0322 (2013)
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