Towards Pareto Descent Directions in Sampling Experts for Multiple Tasks in an On-Line Learning Paradigm. - Shaona Ghosh; Chris Lovell; Steve R. Gunn (AAAI Spring Symposium: Lifelong Machine Learning, 2013)

Extended Formulations for Online Linear Bandit Optimization. - Shaona Ghosh; Adam Prügel-Bennett (CoRR, 2013)

Online Mean Field Approximation for Automated Experimentation. - Shaona Ghosh; Adam Prügel-Bennett (MLIS@ICML, 2015)

Online Prediction at the Limit of Zero Temperature. - Mark Herbster; Stephen Pasteris; Shaona Ghosh (NIPS, 2015)

Ising Bandits with Side Information. - Shaona Ghosh; Adam Prügel-Bennett (ECML/PKDD (1), 2015)

Extended Formulations for Online Action Selection on Big Action Sets. - Shaona Ghosh; Adam Prügel-Bennett (INNS Conference on Big Data, 2016)

Online machine learning for networked data. - Shaona Ghosh (AI Matters, 2016)

Network Lasso Optimization For Smart City Ride Share Prediction. - Shaona Ghosh (CoRR, 2016)

Neural Networks for Text Correction and Completion in Keyboard Decoding. - Shaona Ghosh; Per Ola Kristensson (CoRR, 2017)

Joint Learning of Portrait Intrinsic Decomposition and Relighting. - Mona Zehni; Shaona Ghosh; Krishna Sridhar; Sethu Raman (CoRR, 2021)

CantTalkAboutThis: Aligning Language Models to Stay on Topic in Dialogues. - Makesh Narsimhan Sreedhar; Traian Rebedea; Shaona Ghosh; Jiaqi Zeng; Christopher Parisien (EMNLP (Findings), 2024)

CantTalkAboutThis: Aligning Language Models to Stay on Topic in Dialogues. - Makesh Narsimhan Sreedhar; Traian Rebedea; Shaona Ghosh; Christopher Parisien (CoRR, 2024)

AEGIS: Online Adaptive AI Content Safety Moderation with Ensemble of LLM Experts. - Shaona Ghosh; Prasoon Varshney; Erick Galinkin; Christopher Parisien (CoRR, 2024)

Nemotron-4 340B Technical Report. - Bo Adler; Niket Agarwal; Ashwath Aithal; Dong H. Anh; Pallab Bhattacharya; Annika Brundyn; Jared Casper; Bryan Catanzaro; Sharon Clay; Jonathan M. Cohen; Sirshak Das; Ayush Dattagupta; et al. (CoRR, 2024)

Towards Inference-time Category-wise Safety Steering for Large Language Models. - Amrita Bhattacharjee; Shaona Ghosh; Traian Rebedea; Christopher Parisien (CoRR, 2024)

AEGIS2.0: A Diverse AI Safety Dataset and Risks Taxonomy for Alignment of LLM Guardrails. - Shaona Ghosh; Prasoon Varshney; Makesh Narsimhan Sreedhar; Aishwarya Padmakumar; Traian Rebedea; Jibin Rajan Varghese; Christopher Parisien (NAACL (Long Papers), 2025)

AILuminate: Introducing v1.0 of the AI Risk and Reliability Benchmark from MLCommons. - Shaona Ghosh; Heather Frase; Adina Williams; Sarah Luger; Paul Röttger; Fazl Barez; Sean McGregor; Kenneth Fricklas; Mala Kumar; Quentin Feuillade-Montixi; Kurt Bollacker; Felix Friedrich; et al. (CoRR, 2025)

Surfacing Semantic Orthogonality Across Model Safety Benchmarks: A Multi-Dimensional Analysis. - Jonathan Bennion; Shaona Ghosh; Mantek Singh; Nouha Dziri (CoRR, 2025)

SafeSteer: Interpretable Safety Steering with Refusal-Evasion in LLMs. - Shaona Ghosh; Amrita Bhattacharjee; Yftah Ziser; Christopher Parisien (CoRR, 2025)

CultureGuard: Towards Culturally-Aware Dataset and Guard Model for Multilingual Safety Applications. - Raviraj Joshi; Rakesh Paul; Kanishk Singla; Anusha Kamath; Michael Evans; Katherine Luna; Shaona Ghosh; Utkarsh Vaidya; Eileen Long; Sanjay Singh Chauhan; Niranjan Wartikar (CoRR, 2025)