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17 Results
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Poster
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Wed 14:00 |
Exploring evolution-aware & -free protein language models as protein function predictors Mingyang Hu · Fajie Yuan · Kevin Yang · Fusong Ju · Jin Su · Hui Wang · Fei Yang · Qiuyang Ding |
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Competition
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Tue 16:00 |
NeurIPS Competitions – Evolution and Opportunities Isabelle Guyon · Evelyne Viegas |
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Poster
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Wed 14:00 |
Self-Consistent Dynamical Field Theory of Kernel Evolution in Wide Neural Networks Blake Bordelon · Cengiz Pehlevan |
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Poster
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Tue 9:00 |
Evolution of Neural Tangent Kernels under Benign and Adversarial Training Noel Loo · Ramin Hasani · Alexander Amini · Daniela Rus |
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Poster
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Wed 9:00 |
Understanding the Evolution of Linear Regions in Deep Reinforcement Learning Setareh Cohan · Nam Hee Kim · David Rolnick · Michiel van de Panne |
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Poster
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Wed 14:00 |
Learning to Accelerate Partial Differential Equations via Latent Global Evolution Tailin Wu · Takashi Maruyama · Jure Leskovec |
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Poster
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Tue 14:00 |
Multi-layer State Evolution Under Random Convolutional Design Max Daniels · Cedric Gerbelot · Florent Krzakala · Lenka Zdeborová |
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Poster
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Thu 14:00 |
The price of ignorance: how much does it cost to forget noise structure in low-rank matrix estimation? Jean Barbier · TianQi Hou · Marco Mondelli · Manuel Saenz |
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Poster
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Tue 9:00 |
Bandit Theory and Thompson Sampling-Guided Directed Evolution for Sequence Optimization Hui Yuan · Chengzhuo Ni · Huazheng Wang · Xuezhou Zhang · Le Cong · Csaba Szepesvari · Mengdi Wang |
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Workshop
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Learning latent variable evolution for the functional renormalization group Matija Medvidović · Alessandro Toschi · Giorgio Sangiovanni · Cesare Franchini · Andy Millis · Anirvan Sengupta · Domenico Di Sante |
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Workshop
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Dynamical Mean Field Theory of Kernel Evolution in Wide Neural Networks Blake Bordelon · Cengiz Pehlevan |
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Workshop
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Fri 9:30 |
Deep Fitness Inference for Drug Discovery with Directed Evolution Nathaniel Diamant · Ziqing Lu · Christina Helmling · Kangway Chuang · Christian Cunningham · Tommaso Biancalani · Gabriele Scalia · Max Shen |