SCALABLE DIFFERENTIABLE PHYSICS FOR LEARNING AND CONTROL
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2021 |
Qiao, Yi-Ling |
MULTI-PRECISION POLICY ENFORCED TRAINING (MUPPET): A PRECISION-SWITCHING STRATEGY FOR QUANTISED FIXED-POINT TRAINING OF CNNS
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2021 |
Rajagopal, A. |
OPTIMISTIC BOUNDS FOR MULTI-OUTPUT PREDICTION
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2021 |
Reeve, Henry W. J. |
NORMALIZING FLOWS ON TORI AND SPHERES
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2021 |
Rezende, D. |
REVERSE-ENGINEERING DEEP RELU NETWORKS
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2021 |
Rolnick, David |
DOUBLE-LOOP UNADJUSTED LANGEVIN ALGORITHM
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2021 |
Rolland, Paul |
SIMPLE AND SHARP ANALYSIS OF K-MEANS
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2021 |
Rozhon, Václav |
FETCHSGD: COMMUNICATION-EFFICIENT FEDERATED LEARNING WITH SKETCHING
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2021 |
Rothchild, D. |
ADVERSARIAL ATTACKS ON COPYRIGHT DETECTION SYSTEMS
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2021 |
Saadatpanah, Parsa |
RADIOACTIVE DATA: TRACING THROUGH TRAINING
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2021 |
Sablayrolles, A. |
CAUSAL STRUCTURE DISCOVERY FROM DISTRIBUTIONS ARISING FROM MIXTURES OF DAGS
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2021 |
Saeed, B. |
MEASURING NON-EXPERT COMPREHENSION OF MACHINE LEARNING FAIRNESS METRICS
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2021 |
Saha, Debjani |
COUNTERFACTUAL CROSS-VALIDATION: STABLE MODEL SELECTION PROCEDURE FOR CAUSAL INFERENCE MODELS
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2021 |
Saito, Yuta |
SPECTRAL SUBSAMPLING MCMC FOR STATIONARY TIME SERIES
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2021 |
Salomone, Robert |
EXPLICIT GRADIENT LEARNING FOR BLACK-BOX OPTIMIZATION
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2021 |
Saratian, Elad |
IMPLICIT COMPETITIVE REGULARIZATION IN GANS
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2021 |
Schäfer, Florian |
ROBUST ONE-BIT RECOVERY VIA RELU GENERATIVE NETWORKS: NEAR-OPTIMAL STATISTICAL RATE AND GLOBAL LANDSCAPE ANALYSIS
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2021 |
Qiu, Shuang |
DEEPCODA: PERSONALIZED INTERPRETABILITY FOR COMPOSITIONAL HEALTH DATA
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2021 |
Quinn, Thomas P. |
TRANSPARENCY PROMOTION WITH MODEL-AGNOSTIC LINEAR COMPETITORS
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2021 |
Rafique, Hassan |
FAST AND PRIVATE SUBMODULAR AND K-SUBMODULAR FUNCTIONS MAXIMIZATION WITH MATROID CONSTRAINTS
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2021 |
Rafiey, Akbar |