An Online Method for A Class of Distributionally Robust Optimization with Non-convex Objectives
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2022 |
Qi, Qi |
Contrastively Disentangled Sequential Variational Autoencoder
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2022 |
Bai, Junwen |
Learning Gaussian Mixtures with Generalized Linear Models: Precise Asymptotics in High-dimensions
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2022 |
Loureiro, Bruno |
List-Decodable Mean Estimation in Nearly-PCA Time
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2022 |
Diakonikolas, Ilias |
Reliable Estimation of KL Divergence using a Discriminator in Reproducing Kernel Hilbert Space
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2022 |
Ghimire, Sandesh |
Escaping Saddle Points with Compressed SGD
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2022 |
Avdiukhin, Dmitrii |
Mitigating Forgetting in Online Continual Learning with Neuron Calibration
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2022 |
Yin, Haiyan |
K-Net: Towards Unified Image Segmentation
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2022 |
Zhang, Wenwei |
Believe What You See: Implicit Constraint Approach for Offline Multi-Agent Reinforcement Learning
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2022 |
Yang, Yiqin |
Faster Matchings via Learned Duals
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2022 |
Dinitz, Michael |
Modality-Agnostic Topology Aware Localization
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2022 |
Ghazvinian Zanjani, Farhad |
Curriculum Design for Teaching via Demonstrations: Theory and Applications
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2022 |
Yengera, Gaurav |
Drop, Swap, and Generate: A Self-Supervised Approach for Generating Neural Activity
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2022 |
Liu, Ran |
Local Differential Privacy for Regret Minimization in Reinforcement Learning
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2022 |
Garcelon, Evrard |
Recurrence along Depth: Deep Convolutional Neural Networks with Recurrent Layer Aggregation
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2022 |
Zhao, Jingyu |
Universal Graph Convolutional Networks
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2022 |
Jin, Di |
Independent Prototype Propagation for Zero-Shot Compositionality
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2022 |
Ruis, Frank |
Neural-PIL: Neural Pre-Integrated Lighting for Reflectance Decomposition
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2022 |
Boss, Mark |
Information is Power: Intrinsic Control via Information Capture
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2022 |
Rhinehart, Nicholas |
Learning to Simulate Self-driven Particles System with Coordinated Policy Optimization
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2022 |
Peng, Zhenghao |