Publications

PaCE: Parsimonious Concept Engineering for Large Language Models

Jinqi Luo, Tianjiao Ding, Kwan Ho Ryan Chan, Darshan Thaker, Aditya Chattopadhyay, Chris Callison-Burch, René Vidal

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A Linearly Convergent GAN Inversion-based Algorithm for Reverse Engineering of Deceptions

Darshan Thaker, Paris Giampouras, René Vidal

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Reverse Engineering $\ell_p$ attacks: A block-sparse optimization approach with recovery guarantees

Darshan Thaker, Paris Giampouras, René Vidal

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Understanding the Convergence of Adversarial Training for Overparameterized Linear Neural Networks

Darshan Thaker

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Combinatorial Optimization by Graph Pointer Networks and Hierarchical Reinforcement Learning

Qiang Ma, Suwen Ge, Danyang He, Darshan Thaker, Iddo Drori

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Accurate Protein Structure Prediction by Embeddings and Deep Learning Representations

Iddo Drori, Darshan Thaker, Arjun Srivatsa, Daniel Jeong, Yueqi Wang, Linyong Nan, Fan Wu, Dimitri Leggas, Jinhao Lei, Weiyi Lu, others

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Generating Synthetic Question-Answer Pairs for Transfer Learning in Biomedical Question Answering

Darshan Thaker

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