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Sanjay Chawla

Qatar Computing Research Institute

DeBackdoor: A Deductive Framework for Detecting Backdoor Attacks on Deep Models with Limited Data

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Mar 27, 2025
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A Perspective on Symbolic Machine Learning in Physical Sciences

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Feb 25, 2025
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Inferring Interpretable Models of Fragmentation Functions using Symbolic Regression

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Jan 13, 2025
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Exploiting the Layered Intrinsic Dimensionality of Deep Models for Practical Adversarial Training

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May 27, 2024
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S$^2$AC: Energy-Based Reinforcement Learning with Stein Soft Actor Critic

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May 02, 2024
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Out-of-Distribution Data: An Acquaintance of Adversarial Examples -- A Survey

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Apr 08, 2024
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T-RAG: Lessons from the LLM Trenches

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Feb 12, 2024
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ExCeL : Combined Extreme and Collective Logit Information for Enhancing Out-of-Distribution Detection

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Nov 23, 2023
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A3T: Accuracy Aware Adversarial Training

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Nov 29, 2022
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Interpretable Scientific Discovery with Symbolic Regression: A Review

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Nov 20, 2022
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