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2020 |
Villegas, Ruben |
| PRIVATE HYPOTHESIS SELECTION
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2020 |
Bun, Mark |
| IMITATION LEARNING FROM OBSERVATIONS BY MINIMIZING INVERSE DYNAMICS DISAGREEMENT
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2020 |
Yang, Chao |
| FIRST EXIT TIME ANALYSIS OF STOCHASTIC GRADIENT DESCENT UNDER HEAVY-TAILED GRADIENT NOISE
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2020 |
Nguyen, Thanh Huy |
| EXPERIENCE REPLAY FOR CONTINUAL LEARNING
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2020 |
Rolnick, David |
| BLOCK COORDINATE REGULARIZATION BY DENOISING
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2020 |
Sun, Yu |
| REDUCING NOISE IN GAN TRAINING WITH VARIANCE REDUCED EXTRAGRADIENT
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2020 |
Chavdarova, Tatjana |
| LEARNING ERDOS-RENYI RANDOM GRAPHS VIA EDGE DETECTING QUERIES
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2020 |
Li, Zihan |
| A PRIMAL-DUAL LINK BETWEEN GANS AND AUTOENCODERS
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2020 |
Husain, Hisham |
| EQUITABLE STABLE MATCHINGS IN QUADRATIC TIME
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2020 |
Tziavelis, Nikolaos |
| RSN: RANDOMIZED SUBSPACE NEWTON
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2020 |
Richtarik, Robert Gower. Dmitrv Koralev. Felix Lieder. Peter |
| TOWARDS CLOSING THE GAP BETWEEN THE THEORY AND PRACTICE OF SVRG
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2020 |
Sebbouh, Othmane |
| MULTIWAY CLUSTERING VIA TENSOR BLOCK MODELS
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2020 |
Wang, Miaoyan |
| REGRET MINIMIZATION FOR REINFORCEMENT LEARNING WITH VECTORIAL FEEDBACK AND COMPLEX OBJECTIVES
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2020 |
Cheung, Wang Chi |
| SELECTING OPTIMAL DECISIONS VIA DISTRIBUTIONALLY ROBUST NEAREST-NEIGHBOR REGRESSION
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2020 |
Chen, Ruidi |
| MULTIMODAL MODEL-AGNOSTIC META-LEARNING VIA TASK-AWARE MODULATION
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2020 |
Vuorio, Risto |
| ZERO-SHOT LEARNING VIA SIMULTANEOUS GENERATING AND LEARNING
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2020 |
Yu, Hyeonwoo |
| ASK NOT WHAT AI CAN DO, BUT WHAT AI SHOULD DO: TOWARDS A FRAMEWORK OF TASK DELEGABILITY
|
2020 |
Lubars, Brian |
| UNSUPERVISED LEARNING OF OBJECT STRUCTURE AND DYNAMICS FROM VIDEOS
|
2020 |
Minderer, Matthias |
| GPIPE: EFFICIENT TRAINING OF GIANT NEURAL NETWORKS USING PIPELINE PARALLELISM
|
2020 |
Huang, Yanping |
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