Off-Policy Evaluation for Action-Dependent Non-stationary Environments
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2023 |
Chandak, Yash |
OPEN: Orthogonal Propagation with Ego-Network Modeling
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2023 |
Yang, Liang |
Augmented RBMLE-UCB Approach for Adaptive Control of Linear Quadratic Systems
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2023 |
Mete, Akshay |
pFL-Bench: A Comprehensive Benchmark for Personalized Federated Learning
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2023 |
Chen, Daoyuan |
Learning Distinct and Representative Modes for Image Captioning
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2023 |
Chen, Qi |
Data-Driven Conditional Robust Optimization
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2023 |
Chenreddy, Abhilash Reddy |
COLD Decoding: Energy-based Constrained Text Generation with Langevin Dynamics
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2023 |
Qin, Lianhui |
Hyperparameter Sensitivity in Deep Outlier Detection: Analysis and a Scalable Hyper-Ensemble Solution
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2023 |
Ding, Xueying |
TVLT: Textless Vision-Language Transformer
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2023 |
Tang, Zineng |
Learning to Drop Out: An Adversarial Approach to Training Sequence VAEs
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2023 |
Miladinovic, Djordje |
Learning single-index models with shallow neural networks
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2023 |
Bietti, Alberto |
Sparse Structure Search for Delta Tuning
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2023 |
Hu, Shengding |
A Simple Approach to Automated Spectral Clustering
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2023 |
Fan, Jicong |
Subgroup Robustness Grows On Trees: An Empirical Baseline Investigation
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2023 |
Gardner, Josh |
Fast Mixing of Stochastic Gradient Descent with Normalization and Weight Decay
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2023 |
Li, Zhiyuan |
Stochastic Window Transformer for Image Restoration
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2023 |
Xiao, Jie |
Defining and Characterizing Reward Gaming
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2023 |
Skalse, Joar |
Learning Mixed Multinomial Logits with Provable Guarantees
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2023 |
Hu, Yiqun |
Is this the Right Neighborhood? Accurate and Query Efficient Model Agnostic Explanations
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2023 |
Dhurandhar, Amit |
Statistical Learning and Inverse Problems: A Stochastic Gradient Approach
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2023 |
Fonseca, Yuri |