SUM-PRODUCT LAWS AND EFFICIENT ALGORITHMS FOR IMPRECISE MARKOV CHAINS
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2022 |
Bock, Jasper De |
GENERALIZATION ERROR BOUNDS FOR DEEP UNFOLDING RNNS
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2022 |
Joukovsky, Boris |
RISAN: ROBUST INSTANCE SPECIFIC DEEP ABSTENTION NETWORK
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2022 |
Kalra, Bhavya |
A BAYESIAN NONPARAMETRIC CONDITIONAL TWO-SAMPLE TEST WITH AN APPLICATION TO LOCAL CAUSAL DISCOVERY
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2022 |
Boeken, Philip A. |
COMBINING PSEUDO-POINT AND STATE SPACE APPROXIMATIONS FOR SUM-SEPARABLE GAUSSIAN PROCESSES
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2022 |
Tebbutt, Will |
ENABLING LONG-RANGE EXPLORATION IN MINIMIZATION OF MULTIMODAL FUNCTIONS
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2022 |
Zhang, Jiaxin |
MULTI-TASK AND META-LEARNING WITH SPARSE LINEAR BANDITS
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2022 |
Cella, Leonardo |
CONSTRAINED DIFFERENTIALLY PRIVATE FEDERATED LEARNING FOR LOW-BANDWIDTH DEVICES
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2022 |
Kerkouche, Raouf |
PARTIAL IDENTIFIABILITY IN DISCRETE DATA WITH MEASUREMENT ERROR
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2022 |
Finkelstein, Noam |
STAYING IN SHAPE: LEARNING INVARIANT SHAPE REPRESENTATIONS USING CONTRASTIVE LEARNING
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2022 |
Gu, Jeffrey |
GRADIENT-BASED OPTIMIZATION FOR MULTI-RESOURCE SPATIAL COVERAGE PROBLEMS
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2022 |
Kamra, Nitin |
SGD WITH LOW-DIMENSIONAL GRADIENTS WITH APPLICATIONS TO PRIVATE AND DISTRIBUTED LEARNING
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2022 |
Kasiviswanathan, Shiva Prasad |
Q-PATHS: GENERALIZING THE GEOMETRIC ANNEALING PATH USING POWER MEANS
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2022 |
Masrani, Vaden |
CONDITION NUMBER BOUNDS FOR CAUSAL INFERENCE
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2022 |
Gordon, Spencer L. |
SKETCHING CURVATURE FOR EFFICIENT OUT-OF-DISTRIBUTION DETECTION FOR DEEP NEURAL NETWORKS
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2022 |
Sharma, Apoorva |
STATISTICAL MECHANICAL ANALYSIS OF NEURAL NETWORK PRUNING
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2022 |
Acharyya, Rupam |
CORE: CAPITALIZING ON REWARDS IN BANDIT EXPLORATION
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2022 |
Wang, Nan |
CORRELATED WEIGHTS IN NNFNITE LIMITS OF DEEP CONVOLUTIONAL NEURAL NETWORKS
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2022 |
Garriga-Alonso, Adrià |
CONDITIONALLY INDEPENDENT DATA GENERATION
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2022 |
Ahuja, Kartik |
DISENTANGLING MIXTURES OF UNKNOWN CAUSAL INTERVENTIONS
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2022 |
Kumar, Abhinav |