LIPSCHITZ BOUNDS AND PROVABLY ROBUST TRAINING BY LAPLACIAN SMOOTHING
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2021 |
Krishnan, Vishaal |
SCOP: SCIENTIFIC CONTROL FOR RELIABLE NEURAL NETWORK PRUNING
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2021 |
Tang, Yehui |
DISCOVERING CONFLICTING GROUPS IN SIGNED NETWORKS
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2021 |
Tzeng, Ruo-Chun |
SENSE AND SENSITIVITY ANALYSIS: SIMPLE POST-HOC ANALYSIS OF BIAS DUE TO UNOBSERVED CONFOUNDING
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2021 |
Veitch, Victor |
THE SMOOTHED POSSIBILITY OF SOCIAL CHOICE
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2021 |
Xia, Lirong |
FAIR PERFORMANCE METRIC ELICITATION
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2021 |
Hiranandani, Gaurush |
PHASE RETRIEVAL IN HIGH DIMENSIONS: STATISTICAL AND COMPUTATIONAL PHASE TRANSITIONS
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2021 |
Maillard, Antoine |
BELIEF-DEPENDENT MACRO-ACTION DISCOVERY IN POMDPS USING THE VALUE OF INFORMATION
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2021 |
Flaspohler, Genevieve |
METRIC-FREE INDIVIDUAL FAIRNESS IN ONLINE LEARNING
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2021 |
Bechavod, Yahav |
GREEDYFOOL: DISTORTION-AWARE SPARSE ADVERSARIAL ATTACK
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2021 |
Dong, Xiaoyi |
RELATE: PHYSICALLY PLAUSIBLE MULTI-OBJECT SCENE SYNTHESIS USING STRUCTURED LATENT SPACES
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2021 |
Ehrhardt, Sebastien |
RETROXPERT: DECOMPOSE RETROSYNTHESIS PREDICTION LIKE A CHEMIST
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2021 |
Yan, Chaochao |
RD2: REWARD DECOMPOSITION WITH REPRESENTATION DECOMPOSITION
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2021 |
Lin, Zichuan |
INSTANCE-BASED GENERALIZATION IN REINFORCEMENT LEARNING
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2021 |
Bertran, Martin |
FACTORIZED NEURAL PROCESSES FOR NEURAL PROCESSES: K-SHOT PREDICTION OF NEURAL RESPONSES
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2021 |
Cotton, Ronald |
AN IMPLICIT FUNCTION LEARNING APPROACH FOR PARAMETRIC MODAL REGRESSION
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2021 |
Pan, Yangchen |
SDF-SRN: LEARNING SIGNED DISTANCE 3D OBJECT RECONSTRUCTION FROM STATIC IMAGES
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2021 |
Lin, Chen-Hsuan |
ADAPTING TO MISSPECIFICATION IN CONTEXTUAL BANDITS
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2021 |
Foster, Dylan J. |
CONVERGENCE OF META-LEARNING WITH TASK-SPECIFIC ADAPTATION OVER PARTIAL PARAMETERS
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2021 |
Ji, Kaiyi |
LEARNING TO SOLVE TV REGULARISED PROBLEMS WITH UNROLLED ALGORITHMS
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2021 |
Cherkaoui, Hamza |