GRADIENT INFORMATION FOR REPRESENTATION AND MODELING
|
2020 |
Ding, Jie |
BACKPROP WITH APPROXIMATE ACTIVATIONS FOR MEMORY-EFFICIENT NETWORK TRAINING
|
2020 |
Chakrabarti, Ayan |
MINIMAX OPTIMAL ESTIMATION OF APPROXIMATE DIFFERENTIAL PRIVACY ON NEIGHBORING DATABASES
|
2020 |
Liu, Xiyang |
CONFORMAL PREDICTION UNDER COVARIATE SHIFT
|
2020 |
Tibshirani, Ryan J. |
DIRECT ESTIMATION OF DIFFERENTIAL FUNCTIONAL GRAPHICAL MODELS
|
2020 |
Zhao, Boxin |
TURBO AUTOENCODER: DEEP LEARNING BASED CHANNEL CODES FOR POINT-TO-POINT COMMUNICATION CHANNELS
|
2020 |
Jiang, Yihan |
HETEROGENEOUS GRAPH LEARNING FOR VISUAL COMMONSENSE REASONING
|
2020 |
Yu, Weijiang |
IDENTIFYING CAUSAL EFFECTS VIA CONTEXT-SPECIFIC INDEPENDENCE RELATIONS
|
2020 |
Tikka, Santtu |
SAFE EXPLORATION FOR INTERACTIVE MACHINE LEARNING
|
2020 |
Turchetta, Matteo |
IMPLICIT REGULARIZATION FOR OPTIMAL SPARSE RECOVERY
|
2020 |
Vaskevicius, Tomas |
LOCALLY PRIVATE GAUSSIAN ESTIMATION
|
2020 |
Joseph, Matthew |
SPATIALLY AGGREGATED GAUSSIAN PROCESSES WITH MULTIVARIATE AREAL OUTPUTS
|
2020 |
Tanaka, Yusuke |
LEARNING TEMPORAL POSE ESTIMATION FROM SPARSELY-LABELED VIDEOS
|
2020 |
Bertasius, Gedas |
SCALABLE GROMOV-WASSERSTEIN LEARNING FOR GRAPH PARTITIONING AND MATCHING
|
2020 |
Xu, Hongteng |
REAL-TIME REINFORCEMENT LEARNING
|
2020 |
Ramstedt, Simon |
ROBUST MULTI-AGENT COUNTERFACTUAL PREDICTION
|
2020 |
Peysakhovich, Alexander |
INDIVIDUAL REGRET IN COOPERATIVE NONSTOCHASTIC MULTI-ARMED BANDITS
|
2020 |
Bar-On, Yogev |
THOMPSON SAMPLING FOR MULTINOMIAL LOGIT CONTEXTUAL BANDITS
|
2020 |
Oh, Min-Hwan |
CONVERGENT POLICY OPTIMIZATION FOR SAFE REINFORCEMENT LEARNING
|
2020 |
Yu, Ming |
SPIDERBOOST AND MOMENTUM: FASTER VARIANCE REDUCTION ALGORITHMS
|
2020 |
Wang, Zhe |