Rawat, Ambrish

11 publications

NeurIPS 2025 Activated LoRA: Fine-Tuned LLMs for Intrinsics Kristjan Greenewald, Luis A. Lastras, Thomas Parnell, Vraj Shah, Lucian Popa, Giulio Zizzo, Chulaka Gunasekara, Ambrish Rawat, David Daniel Cox

NeurIPSW 2024 Adversarial Prompt Evaluation: Systematic Benchmarking of Guardrails Against Prompt Input Attacks on LLMs Giulio Zizzo, Giandomenico Cornacchia, Kieran Fraser, Muhammad Zaid Hameed, Ambrish Rawat, Beat Buesser, Mark Purcell, Pin-Yu Chen, Prasanna Sattigeri, Kush R. Varshney

NeurIPSW 2024 Attack Atlas: A Practitioner's Perspective on Challenges and Pitfalls in Red Teaming GenAI Ambrish Rawat, Stefan Schoepf, Giulio Zizzo, Giandomenico Cornacchia, Muhammad Zaid Hameed, Kieran Fraser, Erik Miehling, Beat Buesser, Elizabeth M. Daly, Mark Purcell, Prasanna Sattigeri, Pin-Yu Chen, Kush R. Varshney

ICLRW 2024 Data Forging Is Harder than You Think Mohamed Suliman, Swanand Kadhe, Anisa Halimi, Douglas Leith, Nathalie Baracaldo, Ambrish Rawat

NeurIPSW 2023 FairSISA: Ensemble Post-Processing to Improve Fairness of Unlearning in LLMs Swanand Kadhe, Anisa Halimi, Ambrish Rawat, Nathalie Baracaldo

AAAI 2022 Bandit Limited Discrepancy Search and Application to Machine Learning Pipeline Optimization Akihiro Kishimoto, Djallel Bouneffouf, Radu Marinescu, Parikshit Ram, Ambrish Rawat, Martin Wistuba, Paulito P. Palmes, Adi Botea

NeurIPSW 2022 Federated Continual Learning with Differentially Private Data Sharing Giulio Zizzo, Ambrish Rawat, Naoise Holohan, Seshu Tirupathi

ICMLW 2021 Bandit Limited Discrepancy Search and Application to Machine Learning Pipeline Optimization Akihiro Kishimoto, Djallel Bouneffouf, Radu Marinescu, Parikshit Ram, Ambrish Rawat, Martin Wistuba, Paulito Pedregosa Palmes, Adi Botea

AAAI 2021 Searching for Machine Learning Pipelines Using a Context-Free Grammar Radu Marinescu, Akihiro Kishimoto, Parikshit Ram, Ambrish Rawat, Martin Wistuba, Paulito P. Palmes, Adi Botea

ECML-PKDD 2019 Scalable Large Margin Gaussian Process Classification Martin Wistuba, Ambrish Rawat

AISTATS 2018 Non-Parametric Estimation of Jensen-Shannon Divergence in Generative Adversarial Network Training Mathieu Sinn, Ambrish Rawat