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2020 – today
- 2024
[j5]Usman Anwar
, Tughrul Arslan, Peter Lomax:
Crescent Antennas as Sensors: Case of Sensing Brain Pathology. Sensors 24(4): 1305 (2024)- [c4]Thomas Coste, Usman Anwar, Robert Kirk, David Krueger:
Reward Model Ensembles Help Mitigate Overoptimization. ICLR 2024 - [i8]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 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:
Foundational Challenges in Assuring Alignment and Safety of Large Language Models. CoRR abs/2404.09932 (2024) - [i7]Alan Chan, Noam Kolt, Peter Wills, Usman Anwar, Christian Schröder de Witt, Nitarshan Rajkumar, Lewis Hammond, David Krueger, Lennart Heim, Markus Anderljung:
IDs for AI Systems. CoRR abs/2406.12137 (2024) - 2023
- [j4]Usman Anwar, Tughrul Arslan, Amir Hussain, Tom C. Russ, Peter Lomax:
Design and Evaluation of Wearable Multimodal RF Sensing System for Vascular Dementia Detection. IEEE Trans. Biomed. Circuits Syst. 17(5): 928-940 (2023) - [j3]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:
Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback. Trans. Mach. Learn. Res. 2023 (2023) - [c3]Usman Anwar, Tughrul Arslan, Amir Hussain, Peter Lomax:
Wearable RF Sensing and Imaging System for Non-invasive Vascular Dementia Detection. ISCAS 2023: 1-5 - [i6]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:
Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback. CoRR abs/2307.15217 (2023) - [i5]Thomas Coste, Usman Anwar, Robert Kirk, David Krueger:
Reward Model Ensembles Help Mitigate Overoptimization. CoRR abs/2310.02743 (2023) - 2022
- [j2]Usman Anwar, Tughrul Arslan, Amir Hussain, Peter Lomax:
Next Generation Cognition-Aware Hearing Aid Devices With Microwave Sensors: Opportunities and Challenges. IEEE Access 10: 82214-82235 (2022) - [j1]Dimitris Papadimitriou, Usman Anwar, Daniel S. Brown:
Bayesian Methods for Constraint Inference in Reinforcement Learning. Trans. Mach. Learn. Res. 2022 (2022) - [i4]Usman Anwar, Tughrul Arslan, Amir Hussain:
Hearing Loss, Cognitive Load and Dementia: An Overview of Interrelation, Detection and Monitoring Challenges with Wearable Non-invasive Microwave Sensors. CoRR abs/2202.03973 (2022) - [i3]Alan Clark, Shoaib Ahmed Siddiqui, Robert Kirk, Usman Anwar, Stephen Chung, David Krueger:
Domain Generalization for Robust Model-Based Offline Reinforcement Learning. CoRR abs/2211.14827 (2022) - 2021
- [c2]Shehryar Malik, Usman Anwar, Alireza Aghasi, Ali Ahmed:
Inverse Constrained Reinforcement Learning. ICML 2021: 7390-7399 - 2020
- [i2]Shehryar Malik, Usman Anwar, Ali Ahmed, Alireza Aghasi:
Learning To Solve Differential Equations Across Initial Conditions. CoRR abs/2003.12159 (2020) - [i1]Usman Anwar, Shehryar Malik, Alireza Aghasi, Ali Ahmed:
Inverse Constrained Reinforcement Learning. CoRR abs/2011.09999 (2020)
2010 – 2019
- 2018
- [c1]Rashid Saleem, Tayyab Shabbir, Asim Quddus, Muhammad Farhan Shafique, Usman Anwar:
Diversity/MIMO Antenna Incorporating Electromagnetic Band Gap Structures for Isolation. HPCS 2018: 38-42
Coauthor Index
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