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 |
Re-Evaluating Word Mover’s Distance
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2023 |
Sato, Ryoma |
PoF: Post-Training of Feature Extractor for Improving Generalization
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2023 |
Sato, Ikuro |
Universality of Winning Tickets: A Renormalization Group Perspective
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2023 |
Redman, William T. |
The Dynamics of Representation Learning in Shallow, Non-Linear Autoencoders
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2023 |
Refinetti, Maria |
Short-Term Plasticity Neurons Learning to Learn and Forget
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2023 |
Rodriguez, Hector Garcia |
Graph-Coupled Oscillator Networks
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2023 |
Rusch, T. Konstantin |
Hindering Adversarial Attacks with Implicit Neural Representations
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2023 |
Rusu, Andrei A. |
FedNL: Making Newton-Type Methods Applicable to Federated Learning
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2023 |
Safaryan, Mher |
Optimal and Efficient Dynamic Regret Algorithms for Non-Stationary Dueling Bandits
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2023 |
Saha, Aadirupa |
Off-Policy Evaluation for Large Action Spaces Via Embeddings
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2023 |
Saito, Yuta |