SHARP UNIFORM CONVERGENCE BOUNDS THROUGH EMPIRICAL CENTRALIZATION
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2021 |
Cousins, Cyrus |
SUPERMASKS IN SUPERPOSITION
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2021 |
Wortsman, Mitchell |
DISTRIBUTIONALLY ROBUST LOCAL NON-PARAMETRIC CONDITIONAL ESTIMATION
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2021 |
Nguyen, Viet Anh |
CALIBRATING DEEP NEURAL NETWORKS USING FOCAL LOSS
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2021 |
Mukhoti, Jishnu |
A KERNEL TEST FOR QUASI-INDEPENDENCE
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2021 |
Fernandez, Tamara |
EXPLOITING MMD AND SINKHORN DIVERGENCES FOR FAIR AND TRANSFERABLE REPRESENTATION LEARNING
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2021 |
Oneto, Luca |
EFFICIENT ALGORITHMS FOR DEVICE PLACEMENT OF DNN GRAPH OPERATORS
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2021 |
Tarnawski, Jakub M. |
MARKOVIAN SCORE CLIMBING: VARIATIONAL INFERENCE WITH KL(PIIQ)
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2021 |
Naesseth, Christian |
A RANKING-BASED, BALANCED LOSS FUNCTION UNIFYING CLASSIFICATION AND LOCALISATION IN OBJECT DETECTION
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2021 |
Oksuz, Kemal |
NEURAL SPARSE VOXEL FIELDS
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2021 |
Liu, Lingjie |
LEARNING EFFICIENT TASK-DEPENDENT REPRESENTATIONS WITH SYNAPTIC PLASTICITY
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2021 |
Bredenberg, Colin |
CONSEQUENCES OF MISALIGNED AI
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2021 |
Zhuang, imon |
ERROR BOUNDS OF IMITATING POLICIES AND ENVIRONMENTS
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2021 |
Xu, Tian |
A CONTOUR STOCHASTIC GRADIENT LANGEVIN DYNAMICS ALGORITHM FOR SIMULATIONS OF MULTI-MODAL DISTRIBUTIONS
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2021 |
Deng, Wei |
DISENTANGLING HUMAN ERROR FROM GROUND TRUTH IN SEGMENTATION OF MEDICAL IMAGES
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2021 |
Zhang, Le |
BEYOND PERTURBATIONS: LEARNING GUARANTEES WITH ARBITRARY ADVERSARIAL TEST EXAMPLES
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2021 |
Goldwasser, Shafi |
ADAPTIVE EXPERIMENTAL DESIGN WITH TEMPORAL INTERFERENCE: A MAXIMUM LIKELIHOOD APPROACH
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2021 |
Glynn, Peter W. |
A RANDOMIZED ALGORITTHM TO REDUCE THE SUPPORT OF DISCRETE MEASURES
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2021 |
Cosentino, Francesco |
THE AUTOENCODING VARIATIONAL AUTOENCODER
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2021 |
Cemgil, Taylan |
NONASYMPTOTIC GUARANTEES FOR SPIKED MATRIX RECOVERY WITH GENERATIVE PRIORS
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2021 |
Cocola, Jorio |