Benchmarking and Analyzing Point Cloud Classification Under Corruptions
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2023 |
Ren, Jiawei |
Proximal Exploration for Model-Guided Protein Sequence Design
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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 |
Dual Decomposition of Convex Optimization Layers for Consistent Attention in Medical Images
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2023 |
Ron, Tom |
A Consistent and Efficient Evaluation Strategy for Attribution Methods
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2023 |
Rong, Yao |
Learning to Infer Structures of Network Games
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2023 |
Rossi, Emanuele |
Optimal Clipping and Magnitude-Aware Differentiation for Improved Quantization-Aware Training
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2023 |
Sakr, Charbel |
FITNESS: (Fine Tune on New and Similar Samples) to Detect Anomalies in Streams with Drift and Outliers
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2023 |
Sankararaman, Abishek |
Understanding Contrastive Learning Requires Incorporating Inductive Biases
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2023 |
Saunshi, Nikunj |
One-Pass Algorithms for MAP Inference of Nonsymmetric Determinantal Point Processes
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2023 |
Reddy, Aravind |
Towards Theoretical Analysis of Transformation Complexity of ReLU DNNs
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2023 |
Ren, Jie |
A Unified View on PAC-Bayes Bounds for Meta-Learning
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2023 |
Rezazadeh, Arezou |
LyaNet: A Lyapunov Framework for Training Neural ODEs
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2023 |
Rodriguez, Ivan Dario Jimenez |
Efficiently Learning the Topology and Behavior of a Networked Dynamical System Via Active Queries
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2023 |
Rosenkrantz, Daniel J. |
Direct Behavior Specification Via Constrained Reinforcement Learning
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2023 |
Roy, Julien |
Constraint-Based Graph Network Simulator
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2023 |
Rubanova, Yulia |
Exploiting Independent Instruments: Identification and Distribution Generalization
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2023 |
Saengkyongam, Sorawit |
LSB: Local Self-Balancing MCMC in Discrete Spaces
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2023 |
Sansone, Emanuele |
A Convergence Theory for SVGD in the Population Limit Under Talagrand’s Inequality T1
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2023 |
Salim, Adil |