OFF-POLICY EVALUATION AND LEARNING FOR EXTERNAL VALIDITY UNDER A COVATIATE SHIFT
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2021 |
Uehara, Masatoshi |
FAST AND FLEXIBLE TEMPORAL POINT PROCESSES WITH TRIANGULAR MAPS
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2021 |
Shchur, Oleksandr |
PYGLOVE: SYMBOLIC PROGRAMMING FOR AUTOMATED MACHINE LEARNING
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2021 |
Peng, Daiyi |
STATISTICAL GUARANTEES OF DISTRIBUTED NEAREST NEIGHBOR
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2021 |
Duan, Jiexin |
ALGORITHMIC RECOURSE UNDER IMPERFECT CAUSAL KNOWLEDGE: A PROBABILISTIC APPROACH
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2021 |
Karimi, Amir-Hossein |
QUANTITATIVE PROPAGATION OF CHAOS FOR SGD IN WIDE NEURAL NETWORKS
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2021 |
Bortoli, Valentin De |
CORESETS FOR REGRESSIONS WITH PANEL DATA
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2021 |
Huang, Lingxiao |
LEARNING COMPOSABLE ENERGY SURROGATES FOR PDE ORDER REDUCTION
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2021 |
Beatson, Alex |
ACHIEVING EQUALIZED ODDS BY RESAMPLING SENSITIVE ATTRIBUTES
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2021 |
Romano, Yaniv |
GENERALISED BAYESIAN FILTERING VIA SEQUENTIAL MONTE CARLO
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2021 |
Boustati, Ayman |
FLOWS FOR SIMULTANEOUS MANIFOLD LEARNING AND DENSITY ESTIMATION
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2021 |
Brehmer, Johann |
WHAT IS BEING TRANSFERRED IN TRANSFER LEARNING?
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2021 |
Neyshabur, Behnam |
REINFORCEMENT LEARNING WITH COMBINATORIAL ACTIONS: AN APPLICATION TO VEHICLE ROUTING
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2021 |
Delarue, Arthur |
TOWARDS PLAYING FULL MOBA GAMES WITH DEEP REINFORCEMENT LEARNING
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2021 |
Ye, Deheng |
A GRAPH SIMILARITY FOR DEEP LEARNING
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2021 |
Ok, Seongmin |
NEURAL METHODS FOR POINT-WISE DEPENDENCY ESTIMATION
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2021 |
Tsai, Yao-Hung Hubert |
BACKPROPAGATING LINEARLY IMPROVES TRANSFERABILITY OF ADVERSARIAL EXAMPLES
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2021 |
Guo, Yiwen |
FOURIER SPARSE LEVERAGE SCORES AND APPROXIMATE KERNEL LEARNING
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2021 |
Erdelyi, Tamas |
IMPROVED ALGORITHMS FOR ONLINE SUBMODULAR MAXIMIZATION VIA FIRST-ORDER REGRET BOUNDS
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2021 |
Harvey, Nicholas |
TRADING PERSONALIZATION FOR ACCURACY: DATA DEBUGGING IN COLLABORATIVE FILTERING
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2021 |
Chen, Long |