Usman Anwar

35 papers A* 3C 2Journal 27Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Decision-Theoretic Formalisation of Steganography With Applications to LLM Monitoring.
CoRR
Usman Anwar, Julianna Piskorz, David D. Baek, David Africa, James Weatherall, Max Tegmark, Christian Schroeder de Witt, Mihaela van der Schaar, David Krueger
2026 J jnl
Analyzing and Improving Chain-of-Thought Monitorability Through Information Theory.
CoRR
Usman Anwar, Tim Bakker, Dana Kianfar, Cristina Pinneri, Christos Louizos
2026 J jnl
Multimodal Cognitive Load Estimation With Radio Frequency Sensing and Pupillometry in Complex Auditory Environments.
IEEE J. Biomed. Health Informatics
Usman Anwar, Adeel Hussain, Mandar Gogate, Kia Dashtipour, Tughrul Arslan, Amir Hussain, Peter Lomax
2025 A* conf
Interpreting Emergent Planning in Model-Free Reinforcement Learning.
ICLR
Thomas Bush, Stephen Chung, Usman Anwar, Adrià Garriga-Alonso, David Krueger
2025 J jnl
Interpreting Emergent Planning in Model-Free Reinforcement Learning.
CoRR
Thomas Bush, Stephen Chung, Usman Anwar, Adrià Garriga-Alonso, David Krueger
2025 J jnl
Mitigating Goal Misgeneralization via Minimax Regret.
CoRR
Karim Abdel Sadek, Matthew Farrugia-Roberts, Usman Anwar, Hannah Erlebach, Christian A. Schröder de Witt, David Krueger, Michael Dennis
2025 J jnl
Privacy-Preserving Facial Emotion Classification With Visual Micro-Doppler Signatures for Hearing Aid Applications.
IEEE Trans. Instrum. Meas.
Usman Anwar, Yinhuan Dong, Tughrul Arslan, Kia Dashtipour, Mandar Gogate, Amir Hussain, Qammer H. Abbasi, Muhammad Ali Imran, Tom C. Russ, Peter Lomax
2025 J jnl
RF-Based Sensing and AI Decision Support for Stroke Patient Monitoring: A Digital Twin Approach.
IEEE Access
Sagheer Khan, Usman Anwar, Aftab Khan, Tughrul Arslan
2025 — conf
The Reality of AI and Biorisk.
FAccT
Aidan Peppin, Anka Reuel, Stephen Casper, Elliot Jones, Andrew Strait, Usman Anwar, Anurag Agrawal, Sayash Kapoor, Sanmi Koyejo, Marie Pellat, Rishi Bommasani, Nick Frosst, Sara Hooker
2025 J jnl
Understanding In-Context Learning of Linear Models in Transformers Through an Adversarial Lens.
Trans. Mach. Learn. Res.
Usman Anwar, Johannes von Oswald, Louis Kirsch, David Krueger, Spencer Frei
2025 C conf
Wearable RF Sensing System with Edge AI Inference for In-vivo Cognitive Load Classification.
ISCAS
Usman Anwar, Yinhuan Dong, Tughrul Arslan, Amir Hussain, Peter Lomax
2024 J jnl
Adversarial Robustness of In-Context Learning in Transformers for Linear Regression.
CoRR
Usman Anwar, Johannes von Oswald, Louis Kirsch, David Krueger, Spencer Frei
2024 — conf
Cerebral Blood Flow Monitoring with a Portable Radio Frequency Sensing System.
EMBC
Usman Anwar, Tughrul Arslan, Peter Lomax
2024 J jnl
Comparing Bottom-Up and Top-Down Steering Approaches on In-Context Learning Tasks.
CoRR
Madeline Brumley, Joe Kwon, David Krueger, Dmitrii Krasheninnikov, Usman Anwar
2024 J jnl
Crescent Antennas as Sensors: Case of Sensing Brain Pathology.
Sensors
Usman Anwar, Tughrul Arslan, Peter Lomax
2024 J jnl
Foundational Challenges in Assuring Alignment and Safety of Large Language Models.
CoRR
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, Mario Günther, Anton Korinek, José Hernández-Orallo, Lewis Hammond, Eric J. Bigelow, Alexander Pan, Lauro Langosco, Tomasz Korbak, Heidi C. Zhang, Ruiqi Zhong, Seán Ó hÉigeartaigh, Gabriel Recchia, Giulio Corsi, Alan Chan, Markus Anderljung, Lilian Edwards, Yoshua Bengio, Danqi Chen, Samuel Albanie, Tegan Maharaj, Jakob N. Foerster, Florian Tramèr, He He, Atoosa Kasirzadeh, Yejin Choi, David Krueger
2024 J jnl
Foundational Challenges in Assuring Alignment and Safety of Large Language Models.
Trans. Mach. Learn. Res.
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, Mario Günther, Anton Korinek, José Hernández-Orallo, Lewis Hammond, Eric J. Bigelow, Alexander Pan, Lauro Langosco, Tomasz Korbak, Heidi Chenyu Zhang, Ruiqi Zhong, Seán Ó hÉigeartaigh, Gabriel Recchia, Giulio Corsi, Alan Chan, Markus Anderljung, Lilian Edwards, Aleksandar Petrov, Christian Schröder de Witt, Sumeet Ramesh Motwani, Yoshua Bengio, Danqi Chen, Philip Torr, Samuel Albanie, Tegan Maharaj, Jakob Nicolaus Foerster, Florian Tramèr, He He, Atoosa Kasirzadeh, Yejin Choi, David Krueger
2024 J jnl
IDs for AI Systems.
CoRR
Alan Chan, Noam Kolt, Peter Wills, Usman Anwar, Christian Schröder de Witt, Nitarshan Rajkumar, Lewis Hammond, David Krueger, Lennart Heim, Markus Anderljung
2024 J jnl
Learning to Forget using Hypernetworks.
CoRR
Jose Miguel Lara Rangel, Stefan Schoepf, Jack Foster, David Krueger, Usman Anwar
2024 J jnl
Noisy Zero-Shot Coordination: Breaking The Common Knowledge Assumption In Zero-Shot Coordination Games.
CoRR
Usman Anwar, Ashish Pandian, Jia Wan, David Krueger, Jakob N. Foerster
2024 A* conf
Reward Model Ensembles Help Mitigate Overoptimization.
ICLR
Thomas Coste, Usman Anwar, Robert Kirk, David Krueger
2024 J jnl
The Reality of AI and Biorisk.
CoRR
Aidan Peppin, Anka Reuel, Stephen Casper, Elliot Jones, Andrew Strait, Usman Anwar, Anurag Agrawal, Sayash Kapoor, Sanmi Koyejo, Marie Pellat, Rishi Bommasani, Nick Frosst, Sara Hooker
2023 J jnl
Design and Evaluation of Wearable Multimodal RF Sensing System for Vascular Dementia Detection.
IEEE Trans. Biomed. Circuits Syst.
Usman Anwar, Tughrul Arslan, Amir Hussain, Tom C. Russ, Peter Lomax
2023 J jnl
Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback.
CoRR
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, Charbel-Raphaël Ségerie, Micah Carroll, Andi Peng, Phillip J. K. Christoffersen, Mehul Damani, Stewart Slocum, Usman Anwar, Anand Siththaranjan, Max Nadeau, Eric J. Michaud, Jacob Pfau, Dmitrii Krasheninnikov, Xin Chen, Lauro Langosco, Peter Hase, Erdem Biyik, Anca D. Dragan, David Krueger, Dorsa Sadigh, Dylan Hadfield-Menell
2023 J jnl
Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback.
Trans. Mach. Learn. Res.
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, Charbel-Raphaël Ségerie, Micah Carroll, Andi Peng, Phillip J. K. Christoffersen, Mehul Damani, Stewart Slocum, Usman Anwar, Anand Siththaranjan, Max Nadeau, Eric J. Michaud, Jacob Pfau, Dmitrii Krasheninnikov, Xin Chen, Lauro Langosco, Peter Hase, Erdem Biyik, Anca D. Dragan, David Krueger, Dorsa Sadigh, Dylan Hadfield-Menell
2023 J jnl
Reward Model Ensembles Help Mitigate Overoptimization.
CoRR
Thomas Coste, Usman Anwar, Robert Kirk, David Krueger
2023 C conf
Wearable RF Sensing and Imaging System for Non-invasive Vascular Dementia Detection.
ISCAS
Usman Anwar, Tughrul Arslan, Amir Hussain, Peter Lomax
2022 J jnl
Bayesian Methods for Constraint Inference in Reinforcement Learning.
Trans. Mach. Learn. Res.
Dimitris Papadimitriou, Usman Anwar, Daniel S. Brown
2022 J jnl
Domain Generalization for Robust Model-Based Offline Reinforcement Learning.
CoRR
Alan Clark, Shoaib Ahmed Siddiqui, Robert Kirk, Usman Anwar, Stephen Chung, David Krueger
2022 J jnl
Hearing Loss, Cognitive Load and Dementia: An Overview of Interrelation, Detection and Monitoring Challenges with Wearable Non-invasive Microwave Sensors.
CoRR
Usman Anwar, Tughrul Arslan, Amir Hussain
2022 J jnl
Next Generation Cognition-Aware Hearing Aid Devices With Microwave Sensors: Opportunities and Challenges.
IEEE Access
Usman Anwar, Tughrul Arslan, Amir Hussain, Peter Lomax
2021 A* conf
Inverse Constrained Reinforcement Learning.
ICML
Shehryar Malik, Usman Anwar, Alireza Aghasi, Ali Ahmed
2020 J jnl
Inverse Constrained Reinforcement Learning.
CoRR
Usman Anwar, Shehryar Malik, Alireza Aghasi, Ali Ahmed
2020 J jnl
Learning To Solve Differential Equations Across Initial Conditions.
CoRR
Shehryar Malik, Usman Anwar, Ali Ahmed, Alireza Aghasi
2018 — conf
Diversity/MIMO Antenna Incorporating Electromagnetic Band Gap Structures for Isolation.
HPCS
Rashid Saleem, Tayyab Shabbir, Asim Quddus, Muhammad Farhan Shafique, Usman Anwar