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Mayukh Das

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COIN: Chance-Constrained Imitation Learning for Uncertainty-aware Adaptive Resource Oversubscription Policy

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Jan 13, 2024
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Tree DNN: A Deep Container Network

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Dec 07, 2022
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Human-guided Collaborative Problem Solving: A Natural Language based Framework

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Jul 19, 2022
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AutoCoMet: Smart Neural Architecture Search via Co-Regulated Shaping Reinforcement

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Mar 29, 2022
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NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation

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Dec 06, 2021
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User Friendly Automatic Construction of Background Knowledge: Mode Construction from ER Diagrams

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Dec 16, 2019
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One-Shot Induction of Generalized Logical Concepts via Human Guidance

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Dec 15, 2019
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Knowledge-augmented Column Networks: Guiding Deep Learning with Advice

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May 31, 2019
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Human-Guided Learning of Column Networks: Augmenting Deep Learning with Advice

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Apr 15, 2019
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Preference-Guided Planning: An Active Elicitation Approach

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Apr 19, 2018
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