VARIATIONAL INFERENCE WITH CONTINUOUSLY-INDEXED NORMALIZING FLOWS
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2022 |
Caterini, Anthony |
PATH DEPENDENT STRUCTURAL EQUATION MODELS
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2022 |
Srinivasan, Ranjani |
APPLICATION OF KERNEL HYPOTHESIS TESTING ON SET-VALUED DATA
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2022 |
Bellot, Alexis |
A KERNEL TWO-SAMPLE TEST WITH SELECTION BIAS
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2022 |
Bellot, Alexis |
VARIANCE REDUCTION IN FREQUENCY ESTIMATORS VIA CONTROL VARIATES METHOD
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2022 |
Pratap, Rameshwar |
MOST: MULTI-SOURCE DOMAIN ADAPTATION VIA OPTIMAL TRANSPORT FOR STUDENT-TEACHER LEARNING
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2022 |
Nguyen, Tuan |
MATRIX GAMES WITH BANDIT FEEDBACK
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2022 |
O’Donoghue, Brendan |
LEARNABLE UNCERTAINTY UNDER LAPLACE APPROXIMATIONS
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2022 |
Kristiadi, Agustinus |
UNSUPERVISED PROGRAM SYNTHESIS FOR IMAGES BY SAMPLING WITHOUT REPLACEMENT
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2022 |
Zhou, Chenghui |
BANDITS WITH PARTIALLY OBSERVABLE CONFOUNDED DATA
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2022 |
Tennenholtz, Guy |
PRSL: INTERPRETABLE MULTI-LABEL STACKING BY LEARNING PROBABILISTIC RULES
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2022 |
Kirchhof, Michael |
THE COMPLEXITY OF NONCONVEX-STRONGLY-CONCAVE MINIMAX OPTIMIZATION
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2022 |
Zhang, Siqi |
A UNIFYING FRAMEWORK FOR OBSERVER-AWARE PLANNING AND ITS COMPLEXITY
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2022 |
Miura, Shuwa |
DECENTRALIZED MULTI-AGENT ACTIVE SEARCH FOR SPARSE SIGNALS
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2022 |
Ghods, Ramina |
TASK SIMILARITY AWARE META LEARNING: THEORY-INSPIRED IMPROVEMENT ON MAML
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2022 |
Zhou, Pan |
EFFICIENT DEBIASED EVIDENCE ESTIMATION BY MULTILEVEL MONTE CARLO SAMPLING
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2022 |
Ishikawa, Kei |
TREEBERT: A TREE-BASED PRE-TRAINED MODEL FOR PROGRAMMING LANGUAGE
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2022 |
Jiang, Xue |
CAUSAL ADDITIVE MODELS WITH UNOBSERVED VARIABLES
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2022 |
Maeda, Takashi Nicholas |
INCORPORATING CAUSAL GRAPHICAL PRIOR KNOWLEDGE INTO PREDICTIVE MODELING VIA SIMPLE DATA AUGMENTATION
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2022 |
Teshima, Takeshi |
THE CURIOUS CASE OF ADVERSARIALLY ROBUST MODELS: MORE DATA CAN HELP, DOUBLE DESCEND, OR HURT GENERALIZATION
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2022 |
Min, Yifei |