TOWARDS SAFE POLICY IMPROVEMENT FOR NON-STATIONARY MDPS
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2021 |
Chandak, Yash |
TOWARDS MAXIMIZING THE REPRESENTATION GAP BETWEEN IN-DOMAIN & OUT-OF-DISTRIBUTION EXAMPLES
|
2021 |
Nandy, Jay |
GNNGUARD: DEFENDING GRAPH NEURAL NETWORKS AGAINST ADVERSARIAL ATTACKS
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2021 |
Zhang, Xiang |
MINIMAX BOUNDS FOR GENERALIZED LINEAR MODELS
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2021 |
Lee, Kuan-Yun |
PROJECTION ROBUST WASSERSTEIN DISTANCE AND RIEMANNIAN OPTIMIZATION
|
2021 |
Lin, Tianyi |
LEARNING RICH RANKINGS
|
2021 |
Seshadri, Arjun |
ONLINE LINEAR OPTIMIZATION WITH MANY HINTS
|
2021 |
Bhaskara, Aditya |
CAUSAL DISCOVERY FROM SOFT INTERVENTIONS WITH UNKNOWN TARGETS: CHARACTERIZATION AND LEARNING
|
2021 |
Jaber, Amin |
EXPLOITING THE SURROGATE GAP IN ONLINE MULTICLASS CLASSIFICATION
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2021 |
Hoeven, Dirk Van Der |
EMPIRICAL LIKELIHOOD FOR CONTEXTUAL BANDITS
|
2021 |
Karampatziakis, Nikos |
BOXE: A BOX EMBEDDING MODEL FOR KNOWLEDGE BASE COMPLETION
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2021 |
Abboud, Ralph |
WALSH-HADAMARD VARIATIONAL INFERENCE FOR BAYESIAN DEEP LEARNING
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2021 |
Rossi, Simone |
FEDERATED BAYESIAN OPTIMIZATION VIA THOMPSON SAMPLING
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2021 |
Dai, Zhongxiang |
NEURAL COMPLEXITY MEASURES
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2021 |
Lee, Yoonho |
MULTION: BENCHMARKING SEMANTIC MAP MEMORY USING MULTI-OBJECT NAVIGATION
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2021 |
Wani, Saim |
OPTIMAL ITERATIVE SKETCHING METHODS WITH THE SUBSAMPLED RANDOMIZED HADAMARD TRANSFORM
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2021 |
Lacotte, Jonathan |
INFERENCE FOR BATCHED BANDITS
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2021 |
Zhang, Kelly |
DIFFERENTIABLE EXPECTED HYPERVOLUME IMPROVEMENT FOR PARALLEL MULTI-OBJECTIVE BAYESIAN OPTIMIZATION
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2021 |
Daulton, Samuel |
LIMITS ON TESTING STRUCTURAL CHANGES IN ISING MODELS
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2021 |
Gangrade, Aditya |
CONTINUAL LEARNING IN LOW-RANK ORTHOGONAL SUBSPACES
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2021 |
Chaudhry, Arslan |