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2021 |
Mozannar, Hussein |
CONTINUOUS-TIME LOWER BOUNDS FOR GRADIENT-BASED ALGORITHMS
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2021 |
Muehlebach, Michael |
UNIQUE PROPERTIES OF FLAT MINIMA IN DEEP NETWORKS
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2021 |
Mulayoff, Rotem |
FROM CHAOS TO ORDER: SYMMETRY AND CONSERVATION LAWS IN GAME DYNAMICS
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2021 |
Nagarajan, Sai Ganesh |
GRAPH HOMOMORPHISM CONVOLUTION
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2021 |
NT, Hoang |
LP-SPARSEMAP: DIFFERENTIABLE RELAXED OPTIMIZATION FOR SPARSE STRUCTURED PREDICTION
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2021 |
Niculae, Vlad |
KNOWING THE WHAT BUT NOT THE WHERE IN BAYESIAN OPTIMIZATION
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2021 |
Nguyen, Vu |
SUPERVISED LEARNING: NO LOSS NO CRY
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2021 |
Nock, Richard |
ELIMINATING THE INVARIANCE ON THE LOSS LANDSCAPE OF LINEAR AUTOENCODERS
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2021 |
Oftadeh, Reza |
CAN INCREASING INPUT DIMENSIONALITY IMPROVE DEEP REINFORCEMENT LEARNING?
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2021 |
Ota, Kei |
LEARNING TO SCORE BEHAVIORS FOR GUIDED POLICY OPTIMIZATION
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2021 |
Pacchiano, Aldo |
INTERFEROMETRIC GRAPH TRANSFORM: A DEEP UNSUPERVISED GRAPH REPRESENTATION
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2021 |
Oyallon, Edouard |
STRUCTURED POLICY ITERATION FOR LINEAR QUADRATIC REGULATOR
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2021 |
Park, Youngsuk |
MULTIRESOLUTION TENSOR LEARNING FOR EFFICIENT AND INTERPRETABLE SPATIAL ANALYSIS
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2021 |
Park, J. |
NON-AUTOREGRESSIVE NEURAL TEXT-TO-SPEECH
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2021 |
Peng, Kainan |
PERFORMATIVE PREDICTION
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2021 |
Perdomo, Juan C. |
NEURAL NETWORKS ARE CONVEX REGULARIZERS: EXACT POLYNOMIAL-TIME CONVEX OPTIMIZATION FORMULATIONS FOR TWO-LAYER NETWORKS
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2021 |
Pilanci, Mert |
ON THE UNREASONABLE EFFECTIVENESS OF THE GREEDY ALGORITHM: GREEDY ADAPTS TO SHARPNESS
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2021 |
Pokutta, Sebastian |
EXPLAINABLE K-MEANS AND K-MEDIANS CLUSTERING
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2021 |
Dasgupta, Sanjoy |
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2021 |
Mukherjee, Debarghya |