ADAPTIVE LEARNED BLOOM FILTER (ADA-BF): EFFICIENT UTILIZATION OF THE CLASSIFIER WITH APPLICATION TO REAL-TIME INFORMATION FILTERING ON THE WEB
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2021 |
Dai, Zhenwei |
MCUNET: TINY DEEP LEARNING ON IOT DEVICES
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2021 |
Lin, Ji |
PROVABLY EFFICIENT REWARD-AGNOSTIC NAVIGATION WITH LINEAR VALUE ITERATION
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2021 |
Zanette, Andrea |
CSI: NOVELTY DETECTION VIA CONTRASTIVE LEARNING ON DISTRIBUTIONALLY SHIFTED INSTANCES
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2021 |
Tack, Jihoon |
PREDICTIVE INFORMATION ACCELERATES LEARNING IN RL
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2021 |
Lee, Kuang-Huei |
HIGH-FIDELITY GENERATIVE IMAGE COMPRESSION
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2021 |
Mentzer, Fabian |
A STATISTICAL MECHANICS FRAMEWORK FOR TASK-AGNOSTIC SAMPLE DESIGN IN MACHINE LEARNING
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2021 |
Kailkhura, Bhavya |
A NOVEL APPROACH FOR CONSTRAINED OPTIMIZATION IN GRAPHICAL MODELS
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2021 |
Rouhani, Sara |
ON THE TRADE-OFF BETWEEN ADVERSARIAL AND BACKDOOR ROBUSTNESS
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2021 |
Weng, Cheng-Hsin |
RETHINKING IMPORTANCE WEIGHTING FOR DEEP LEARNING UNDER DISTRIBUTION SHIFT
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2021 |
Fang, Tongtong |
GUIDING DEEP MOLECULAR OPTIMIZATION WITH GENETIC EXPLORATION
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2021 |
Ahn, Sungsoo |
IMPLICIT GRAPH NEURAL NETWORKS
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2021 |
Gu, Fangda |
A BANDIT LEARNING ALGORITHM AND APPLICATIONS TO AUCTION DESIGN
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2021 |
Nguyen, Kim Thang |
SAMPLE EFFICIENT REINFORCEMENT LEARNING VIA LOW-RANK MATRIX ESTIMATION
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2021 |
Shah, Devavrat |
HOW ROBUST ARE THE ESTIMATED EFFECTS OF NONPHARMACEUTICAL INTERVENTIONS AGAINST COVID-19?
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2021 |
Sharma, Mrinank |
ESCAPING SADDLE-POINT FASTER UNDER INTERPOLATION-LIKE CONDITIONS
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2021 |
Roy, Abhishek |
INSTEAD OF REWRITING FOREIGN CODE FOR MACHINE LEARNING. AUTOMATICALLY SYNTHESIZE FAST GRADIENTS
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2021 |
Moses, William |
IN SEARCH OF ROBUST MEASURES OF GENERALIZATION
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2021 |
Dziugaite, Gintare Karolina |
ONLINE DECISION BASED VISUAL TRACKING VIA REINFORCEMENT LEARNING
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2021 |
Song, Ke |
LEARNING IMPLICIT CREDIT ASSIGNMENT FOR COOPERATIVE MULTI-AGENT REINFORCEMENT LEARNING
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2021 |
Zhou, Meng |