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Tejaswini Pedapati

TabSketchFM: Sketch-based Tabular Representation Learning for Data Discovery over Data Lakes

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Jun 28, 2024
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Large Language Model Confidence Estimation via Black-Box Access

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Jun 01, 2024
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Graph is all you need? Lightweight data-agnostic neural architecture search without training

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May 02, 2024
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From PEFT to DEFT: Parameter Efficient Finetuning for Reducing Activation Density in Transformers

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Feb 02, 2024
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LakeBench: Benchmarks for Data Discovery over Data Lakes

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Jul 09, 2023
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MILO: Model-Agnostic Subset Selection Framework for Efficient Model Training and Tuning

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Feb 05, 2023
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Neural Capacitance: A New Perspective of Neural Network Selection via Edge Dynamics

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Jan 14, 2022
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Contrastive Explanations for Comparing Preferences of Reinforcement Learning Agents

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Dec 17, 2021
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Building Accurate Simple Models with Multihop

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Sep 14, 2021
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Learning to Rank Learning Curves

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Jun 05, 2020
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