Learning interacting dynamical systems with latent Gaussian process ODEs
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2023 |
Yildiz, Çağatay |
OLIVES Dataset: Ophthalmic Labels for Investigating Visual Eye Semantics
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2023 |
Prabhushankar, Mohit |
Beyond the Best: Distribution Functional Estimation in Infinite-Armed Bandits
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2023 |
Wang, Yifei |
Phase Transition from Clean Training to Adversarial Training
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2023 |
Xing, Yue |
Deep Generalized Schrödinger Bridge
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2023 |
Liu, Guan-Horng |
Learning sparse features can lead to overfitting in neural networks
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2023 |
Petrini, Leonardo |
Multimodal Contrastive Learning with LIMoE: the Language-Image Mixture of Experts
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2023 |
Mustafa, Basil |
Matching in Multi-arm Bandit with Collision
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2023 |
Zhang, YiRui |
Few-shot Learning for Feature Selection with Hilbert-Schmidt Independence Criterion
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2023 |
Kumagai, Atsutoshi |
Information bottleneck theory of high-dimensional regression: relevancy, efficiency and optimality
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2023 |
Ngampruetikorn, Vudtiwat |
RainNet: A Large-Scale Imagery Dataset and Benchmark for Spatial Precipitation Downscaling
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2023 |
Chen, Xuanhong |
Theoretically Better and Numerically Faster Distributed Optimization with Smoothness-Aware Quantization Techniques
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2023 |
Wang, Bokun |
Risk-Driven Design of Perception Systems
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2023 |
Corso, Anthony |
Robustness to Unbounded Smoothness of Generalized SignSGD
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2023 |
Crawshaw, Michael |
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 |