Dynamic Regret of Convex and Smooth Functions
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2021 |
Zhao, Peng |
Forget About the LiDAR: Self-Supervised Depth Estimators with MED Probability Volumes
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2021 |
GonzalezBello, Juan Luis |
Learning Causal Effects via Weighted Empirical Risk Minimization
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2021 |
Jung, Yonghan |
ICE-BeeM: Identifiable Conditional Energy-Based Deep Models Based on Nonlinear ICA
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2021 |
Khemakhem, Ilyes |
Uncertainty Aware Semi-Supervised Learning on Graph Data
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2021 |
Zhao, Xujiang |
Walking in the Shadow: A New Perspective on Descent Directions for Constrained Minimization
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2021 |
Mortagy, Hassan |
Reward Propagation Using Graph Convolutional Networks
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2021 |
Klissarov, Martin |
Fully Dynamic Algorithm for Constrained Submodular Optimization
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2021 |
Lattanzi, Silvio |
Debiasing Averaged Stochastic Gradient Descent to handle missing values
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2021 |
Sportisse, Aude |
A Spectral Energy Distance for Parallel Speech Synthesis
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2021 |
Gritsenko, Alexey |
Emergent Complexity and Zero-shot Transfer via Unsupervised Environment Design
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2021 |
Dennis, Michael |
Deep Energy-based Modeling of Discrete-Time Physics
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2021 |
Matsubara, Takashi |
Fictitious Play for Mean Field Games: Continuous Time Analysis and Applications
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2021 |
Perrin, Sarah |
Interferobot: aligning an optical interferometer by a reinforcement learning agent
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2021 |
Sorokin, Dmitry |
Principal Neighbourhood Aggregation for Graph Nets
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2021 |
Corso, Gabriele |
Learning compositional functions via multiplicative weight updates
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2021 |
Bernstein, Jeremy |
Self-Supervised Graph Transformer on Large-Scale Molecular Data
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2021 |
Rong, Yu |
Contrastive learning of global and local features for medical image segmentation with limited annotations
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2021 |
Chaitanya, Krishna |
How many samples is a good initial point worth in Low-rank Matrix Recovery?
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2021 |
Zhang, Jialun |
Robust Gaussian Covariance Estimation in Nearly-Matrix Multiplication Time
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2021 |
Li, Jerry |