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Gautam Shroff

SmartFlow: Robotic Process Automation using LLMs

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May 21, 2024
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Acceleron: A Tool to Accelerate Research Ideation

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Mar 07, 2024
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Conservative Predictions on Noisy Financial Data

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Oct 18, 2023
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Adapt and Decompose: Efficient Generalization of Text-to-SQL via Domain Adapted Least-To-Most Prompting

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Aug 09, 2023
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Calibrating Deep Neural Networks using Explicit Regularisation and Dynamic Data Pruning

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Dec 20, 2022
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Neural Feature-Adaptation for Symbolic Predictions Using Pre-Training and Semantic Loss

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Nov 29, 2022
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Knowledge-based Analogical Reasoning in Neuro-symbolic Latent Spaces

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Sep 19, 2022
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Continual Learning for Multivariate Time Series Tasks with Variable Input Dimensions

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Mar 14, 2022
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Learning to Liquidate Forex: Optimal Stopping via Adaptive Top-K Regression

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Feb 25, 2022
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DRTCI: Learning Disentangled Representations for Temporal Causal Inference

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Jan 20, 2022
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