INFORMATION MAXIMIZATION FOR FEW-SHOT LEARNING
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2021 |
Boudiaf, Malik |
ATTENTION-GATED BRAIN PROPAGATION: HOW THE BRAIN CAN IMPLEMENT REWARD-BASED ERROR BACKPROPAGATION
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2021 |
Pozzi, Isabella |
RIEMANNIAN CONTINUOUS NORMALIZING FLOWS
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2021 |
Mathieu, Emile |
ONLINE ROBUST REGRESSION VIA SGD ON THE L1 LOSS
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2021 |
Pesme, Scott |
PRANK: MOTION PREDICTION BASED ON RANKING
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2021 |
Biktairov, Yuriy |
STRUCTURED PREDICTION FOR CONDITIONAL META-LEARNING
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2021 |
Wang, Ruohan |
THE HATEFUL MEMES CHALLENGE: DETECTING HATE SPEECH IN MULTIMODAL MEMES
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2021 |
Kiela, Douwe |
IDENTIFYING LEARNING RULES FROM NEURAL NETWORK OBSERVABLES
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2021 |
Nayebi, Aran |
STOCHASTIC GRADIENT DESCENT IN CORRELATED SETTINGS: A STUDY ON GAUSSIAN PROCESSES
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2021 |
Chen, Hao |
MODULAR META-LEARNING WITH SHRINKAGE
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2021 |
Chen, Yutian |
A/B TESTING IN DENSE LARGE-SCALE NETWORKS: DESIGN AND INFERENCE
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2021 |
Nandy, Preetam |
IMPLICIT REGULARIZATION AND CONVERGENCE FOR WEIGHT NORMALIZATION
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2021 |
Wu, Xiaoxia |
LOGARITHMIC PRUNING IS ALL YOU NEED
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2021 |
Orseau, Laurent |
ADVERSARIAL WEIGHT PERTURBATION HELPS ROBUST GENERALIZATION
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2021 |
Wu, Dongxian |
LEARNING TO SUMMARIZE WITH HUMAN FEEDBACK
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2021 |
Stiennon, Nisan |
TRIPLE DESCENT AND THE TWO KINDS OF OVERFITTING: WHERE & WHY DO THEY APPEAR?
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2021 |
D'Ascoli, Stéphane |
FINITE CONTINUUM-ARMED BANDITS
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2021 |
Gaucher, Solenne |
REMOVING BIAS IN MULTI-MODAL CLASSIFIERS: REGULARIZATION BY MAXIMIZING FUNCTIONAL ENTROPIES
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2021 |
Gat, Itai |
FALCON: FAST SPECTRAL INFERENCE ON ENCRYPTED DATA
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2021 |
Lou, Qian |
BAYESIAN ROBUST OPTIMIZATION FOR IMITATION LEARNING
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2021 |
Brown, Daniel |