Universality of Winning Tickets: A Renormalization Group Perspective
|
2023 |
Redman, William T. |
The Dynamics of Representation Learning in Shallow, Non-Linear Autoencoders
|
2023 |
Refinetti, Maria |
Short-Term Plasticity Neurons Learning to Learn and Forget
|
2023 |
Rodriguez, Hector Garcia |
Graph-Coupled Oscillator Networks
|
2023 |
Rusch, T. Konstantin |
Hindering Adversarial Attacks with Implicit Neural Representations
|
2023 |
Rusu, Andrei A. |
FedNL: Making Newton-Type Methods Applicable to Federated Learning
|
2023 |
Safaryan, Mher |
Optimal and Efficient Dynamic Regret Algorithms for Non-Stationary Dueling Bandits
|
2023 |
Saha, Aadirupa |
Off-Policy Evaluation for Large Action Spaces Via Embeddings
|
2023 |
Saito, Yuta |
Robust SDE-Based Variational Formulations for Solving Linear PDEs Via Deep Learning
|
2023 |
Richter, Lorenz |
Function-Space Inference with Sparse Implicit Processes
|
2023 |
Rodri´guez-Santana, Simon |
Score Matching Enables Causal Discovery of Nonlinear Additive Noise Models
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2023 |
Rolland, Paul |
Continual Learning Via Sequential Function-Space Variational Inference
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2023 |
Rudner, Tim G. J. |
Versatile Dueling Bandits: Best-Of-Both World Analyses for Learning from Relative Preferences
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2023 |
Saha, Aadirupa |
Unraveling Attention Via Convex Duality: Analysis and Interpretations of Vision Transformers
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2023 |
Sahiner, Arda |
The Algebraic Path Problem for Graph Metrics
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2023 |
Sanmarti´n, Enrique Fita |
The Neural Race Reduction: Dynamics of Abstraction in Gated Networks
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2023 |
Saxe, Andrew |
Benchmarking and Analyzing Point Cloud Classification Under Corruptions
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2023 |
Ren, Jiawei |
Proximal Exploration for Model-Guided Protein Sequence Design
|
2023 |
Ren, Zhizhou |
3PC: Three Point Compressors for Communication-Efficient Distributed Training and a Better Theory for Lazy Aggregation
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2023 |
Richtarik, Peter |
Probabilistically Robust Learning: Balancing Average and Worst-Case Performance
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2023 |
Robey, Alexander |