Diversity/MIMO Antenna Incorporating Electromagnetic Band Gap Structures for Isolation. - Rashid Saleem 001; Tayyab Shabbir; Asim Quddus; Muhammad Farhan Shafique; Usman Anwar (HPCS, 2018)

Learning To Solve Differential Equations Across Initial Conditions. - Shehryar Malik; Usman Anwar; Ali Ahmed 004; Alireza Aghasi (CoRR, 2020)

Inverse Constrained Reinforcement Learning. - Shehryar Malik; Usman Anwar; Alireza Aghasi; Ali Ahmed 004 (ICML, 2021)

Next Generation Cognition-Aware Hearing Aid Devices With Microwave Sensors: Opportunities and Challenges. - Usman Anwar; Tughrul Arslan; Amir Hussain 001; Peter Lomax (IEEE Access, 2022)

Hearing Loss, Cognitive Load and Dementia: An Overview of Interrelation, Detection and Monitoring Challenges with Wearable Non-invasive Microwave Sensors. - Usman Anwar; Tughrul Arslan; Amir Hussain 001 (CoRR, 2022)

Domain Generalization for Robust Model-Based Offline Reinforcement Learning. - Alan Clark; Shoaib Ahmed Siddiqui; Robert Kirk; Usman Anwar; Stephen Chung; David Krueger 001 (CoRR, 2022)

Bayesian Methods for Constraint Inference in Reinforcement Learning. - Dimitris Papadimitriou; Usman Anwar; Daniel S. Brown (Trans. Mach. Learn. Res., 2022)

Wearable RF Sensing and Imaging System for Non-invasive Vascular Dementia Detection. - Usman Anwar; Tughrul Arslan; Amir Hussain 001; Peter Lomax (ISCAS, 2023)

Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback. - Stephen Casper; Xander Davies; Claudia Shi; Thomas Krendl Gilbert; Jérémy Scheurer; Javier Rando; Rachel Freedman; Tomasz Korbak; David Lindner; Pedro Freire; Tony Tong Wang; Samuel Marks; et al. (Trans. Mach. Learn. Res., 2023)

Design and Evaluation of Wearable Multimodal RF Sensing System for Vascular Dementia Detection. - Usman Anwar; Tughrul Arslan; Amir Hussain 001; Tom C. Russ; Peter Lomax (IEEE Trans. Biomed. Circuits Syst., 2023)

Cerebral Blood Flow Monitoring with a Portable Radio Frequency Sensing System. - Usman Anwar; Tughrul Arslan; Peter Lomax (EMBC, 2024)

Reward Model Ensembles Help Mitigate Overoptimization. - Thomas Coste; Usman Anwar; Robert Kirk; David Krueger 001 (ICLR, 2024)

Foundational Challenges in Assuring Alignment and Safety of Large Language Models. - Usman Anwar; Abulhair Saparov; Javier Rando; Daniel Paleka; Miles Turpin; Peter Hase; Ekdeep Singh Lubana; Erik Jenner; Stephen Casper; Oliver Sourbut; Benjamin L. Edelman; Zhaowei Zhang; et al. (CoRR, 2024)

IDs for AI Systems. - Alan Chan; Noam Kolt; Peter Wills; Usman Anwar; Christian Schröder de Witt; Nitarshan Rajkumar; Lewis Hammond; David Krueger 001; Lennart Heim; Markus Anderljung (CoRR, 2024)

Noisy Zero-Shot Coordination: Breaking The Common Knowledge Assumption In Zero-Shot Coordination Games. - Usman Anwar; Ashish Pandian; Jia Wan; David Krueger 001; Jakob N. Foerster (CoRR, 2024)

Adversarial Robustness of In-Context Learning in Transformers for Linear Regression. - Usman Anwar; Johannes von Oswald; Louis Kirsch; David Krueger 001; Spencer Frei (CoRR, 2024)

Comparing Bottom-Up and Top-Down Steering Approaches on In-Context Learning Tasks. - Madeline Brumley; Joe Kwon; David Krueger 001; Dmitrii Krasheninnikov; Usman Anwar (CoRR, 2024)

Learning to Forget using Hypernetworks. - Jose Miguel Lara Rangel; Stefan Schoepf; Jack Foster; David Krueger 001; Usman Anwar (CoRR, 2024)

Foundational Challenges in Assuring Alignment and Safety of Large Language Models. - Usman Anwar; Abulhair Saparov; Javier Rando; Daniel Paleka; Miles Turpin; Peter Hase; Ekdeep Singh Lubana; Erik Jenner; Stephen Casper; Oliver Sourbut; Benjamin L. Edelman; Zhaowei Zhang; et al. (Trans. Mach. Learn. Res., 2024)

Crescent Antennas as Sensors: Case of Sensing Brain Pathology. - Usman Anwar; Tughrul Arslan; Peter Lomax (Sensors, 2024)

The Reality of AI and Biorisk. - Aidan Peppin; Anka Reuel; Stephen Casper; Elliot Jones; Andrew Strait; Usman Anwar; Anurag Agrawal; Sayash Kapoor; Sanmi Koyejo; Marie Pellat; Rishi Bommasani; Nick Frosst; et al. (FAccT, 2025)

Interpreting Emergent Planning in Model-Free Reinforcement Learning. - Thomas Bush; Stephen Chung; Usman Anwar; Adrià Garriga-Alonso; David Krueger 001 (ICLR, 2025)

Wearable RF Sensing System with Edge AI Inference for In-vivo Cognitive Load Classification. - Usman Anwar; Yinhuan Dong; Tughrul Arslan; Amir Hussain 001; Peter Lomax (ISCAS, 2025)

RF-Based Sensing and AI Decision Support for Stroke Patient Monitoring: A Digital Twin Approach. - Sagheer Khan; Usman Anwar; Aftab Khan; Tughrul Arslan (IEEE Access, 2025)

Privacy-Preserving Facial Emotion Classification With Visual Micro-Doppler Signatures for Hearing Aid Applications. - Usman Anwar; Yinhuan Dong; Tughrul Arslan; Kia Dashtipour; Mandar Gogate; Amir Hussain 001; Qammer H. Abbasi; Muhammad Ali Imran 001; Tom C. Russ; Peter Lomax (IEEE Trans. Instrum. Meas., 2025)

Mitigating Goal Misgeneralization via Minimax Regret. - Karim Abdel Sadek; Matthew Farrugia-Roberts; Usman Anwar; Hannah Erlebach; Christian A. Schröder de Witt; David Krueger 001; Michael Dennis 001 (CoRR, 2025)