CONSISTENT ESTIMATION OF IDENTIFIABLE NONPARAMETRIC MIXTURE MODELS FROM GROUPED OBSERVATIONS
|
2021 |
Ritchie, Alexander |
TASK-AGNOSTIC EXPLORATION IN REINFORCEMENT LEARNING
|
2021 |
Zhang, Xuezhou |
MULTI-TASK ADDITIVE MODELS FOR ROBUST ESTIMATION AND AUTOMATIC STRUCTURE DISCOVERY
|
2021 |
Wang, Yingjie |
EFFICIENT MARGINALIZATION OF DISCRETE AND STRUCTURED LATENT VARIABLES VIA SPARSITY
|
2021 |
Correia, Gonçalo |
DEEPI2I: ENABLING DEEP HIERARCHICAL IMAGE-TO-IMAGE TRANSLATION BY TRANSFERRING FROM GANS
|
2021 |
Wang, Yaxing |
A SHOOTING FORMULATION OF DEEP LEARNING
|
2021 |
Vialard, Francois-Xavier |
DISTRIBUTIONAL ROBUSTNESS WITH IPMS AND LINKS TO REGULARIZATION AND GANS
|
2021 |
Husain, Hisham |
RESTLESS-UCB, AN EFFICIENT AND LOW-COMPLEXITY ALGORITHM FOR ONLINE RESTLESS BANDITS
|
2021 |
Wang, Siwei |
TSPNET: HIERARCHICAL FEATURE LEARNING VIA TEMPORAL SEMANTIC PYRAMID FOR SIGN LANGUAGE TRANSLATION
|
2021 |
Li, Dongxu |
NEURAL TOPOGRAPHIC FACTOR ANALYSIS FOR FMRI DATA
|
2021 |
Sennesh, Eli |
NEURAL ARCHITECTURE GENERATOR OPTIMIZATION
|
2021 |
Ru, Robin |
METAPOISON: PRACTICAL GENERAL-PURPOSE CLEAN-LABEL DATA POISONING
|
2021 |
Huang, W. Ronny |
GENERALIZATION ERROR IN HIGH-DIMENSIONAL PERCEPTRONS: APPROACHING BAYES ERROR WITH CONVEX OPTIMIZATION
|
2021 |
Aubin, Benjamin |
FEW-COST SALIENT OBJECT DETECTION WITH ADVERSARIAL-PACED LEARNING
|
2021 |
Zhang, Dingwen |
CAUSAL IMITATION LEARNING WITH UNOBSERVED CONFOUNDERS
|
2021 |
Zhang, Junzhe |
MINIMAX ESTIMATION OF CONDITIONAL MOMENT MODELS
|
2021 |
Dikkala, Nishanth |
INVERTIBLE GAUSSIAN REPARAMETERIZATION: REVISITING THE GUMBEL-SOFTMAX
|
2021 |
Potapczynski, Andres |
LEARNING BLACK-BOX ATTACKERS WITH TRANSFERABLE PRIORS AND QUERY FEEDBACK
|
2021 |
Yang, Jiancheng |
TEMPORAL VARIABILITY IN IMPLICIT ONLINE LEARNING
|
2021 |
Campolongo, Nicolò |
MATERN GAUSSIAN PROCESSES ON RIEMANNIAN MANIFOLDS
|
2021 |
Borovitskiy, Viacheslav |