Heavy Ball Momentum for Conditional Gradient
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2022 |
Li, Bingcong |
Robust Learning of Optimal Auctions
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2022 |
Guo, Wenshuo |
Multi-Objective Meta Learning
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2022 |
YE, Feiyang |
A self consistent theory of Gaussian Processes captures feature learning effects in finite CNNs
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2022 |
Naveh, Gadi |
Online Matching in Sparse Random Graphs: Non-Asymptotic Performances of Greedy Algorithm
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2022 |
Noiry, Nathan |
A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs
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2022 |
Wang, Runzhong |
NeRV: Neural Representations for Videos
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2022 |
Chen, Hao |
Surrogate Regret Bounds for Polyhedral Losses
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2022 |
Frongillo, Rafael |
Model, sample, and epoch-wise descents: exact solution of gradient flow in the random feature model
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2022 |
Bodin, Antoine |
Rethinking Graph Transformers with Spectral Attention
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2022 |
Kreuzer, Devin |
Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data
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2022 |
Jiang, Liming |
CoFrNets: Interpretable Neural Architecture Inspired by Continued Fractions
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2022 |
Puri, Isha |
Iterative Teaching by Label Synthesis
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2022 |
Liu, Weiyang |
Hierarchical Reinforcement Learning with Timed Subgoals
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2022 |
Gürtler, Nico |
FastCorrect: Fast Error Correction with Edit Alignment for Automatic Speech Recognition
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2022 |
Leng, Yichong |
Boosted CVaR Classification
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2022 |
Zhai, Runtian |
Disentangled Contrastive Learning on Graphs
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2022 |
Li, Haoyang |
Best-case lower bounds in online learning
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2022 |
Guzmán, Cristóbal |
Photonic Differential Privacy with Direct Feedback Alignment
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2022 |
Ohana, Ruben |
Unifying lower bounds on prediction dimension of convex surrogates
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2022 |
Finocchiaro, Jessica |