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ORCIDOwen Lewis
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2020 – today
- 2026
[i13]Raphaël Sarfati, Eric J. Bigelow, Daniel Wurgaft, Jack Merullo, Atticus Geiger, Owen Lewis, Tom McGrath, Ekdeep Singh Lubana:
The Shape of Beliefs: Geometry, Dynamics, and Interventions along Representation Manifolds of Language Models' Posteriors. CoRR abs/2602.02315 (2026)- [i12]Aaditya Vikram Prasad, Connor Watts, Jack Merullo, Dhruvil Gala, Owen Lewis, Thomas McGrath, Ekdeep Singh Lubana:
Features as Rewards: Scalable Supervision for Open-Ended Tasks via Interpretability. CoRR abs/2602.10067 (2026) - [i11]Siddharth Boppana, Annabel Ma
, Max Loeffler, Raphaël Sarfati, Eric J. Bigelow, Atticus Geiger, Owen Lewis, Jack Merullo:
Reasoning Theater: Disentangling Model Beliefs from Chain-of-Thought. CoRR abs/2603.05488 (2026) - [i10]Sheridan Feucht, Tal Haklay, Usha Bhalla, Daniel Wurgaft, Can Rager, Raphaël Sarfati, Jack Merullo, Thomas McGrath, Owen Lewis, Ekdeep Singh Lubana, Thomas Fel, Atticus Geiger:
Arithmetic in the Wild: Llama uses Base-10 Addition to Reason About Cyclic Concepts. CoRR abs/2605.01148 (2026) - [i9]Daniel Wurgaft, Can Rager, Matthew Kowal, Vasudev Shyam, Sheridan Feucht, Usha Bhalla, Tal Haklay, Eric J. Bigelow, Raphaël Sarfati, Thomas McGrath, Owen Lewis, Jack Merullo, Noah D. Goodman, Thomas Fel, Atticus Geiger, Ekdeep Singh Lubana:
Manifold Steering Reveals the Shared Geometry of Neural Network Representation and Behavior. CoRR abs/2605.05115 (2026) - [i8]Eric J. Bigelow, Raphaël Sarfati, Daniel Wurgaft, Owen Lewis, Thomas McGrath, Jack Merullo, Atticus Geiger, Ekdeep Singh Lubana:
Stories in Space: In-Context Learning Trajectories in Conceptual Belief Space. CoRR abs/2605.12412 (2026) - [i7]Leon Bergen, Usha Bhalla, Sidharth Baskaran, Max Loeffler, Raphaël Sarfati, Dhruvil Gala, Ryan Panwar, Santiago Aranguri, Thomas Fel, Atticus Geiger, Matthew Kowal, Siddharth Boppana, Daniel Balsam, Owen Lewis, Jack Merullo, Thomas McGrath, Ekdeep Singh Lubana:
Anatomy of Post-Training: Using Interpretability to Characterize Data and Shape the Learning Signal. CoRR abs/2606.12360 (2026) - [i6]Thomas Fel, Matthew Kowal, Mozes Jacobs, Dron Hazra, Usha Bhalla, Lee Sharkey, Lucius Bushnaq, Satchel Grant, Tal Haklay, Thomas Icard, Can Rager, Michael T. Pearce, Daniel Wurgaft, Aiden Swann, Fenil R. Doshi, Siddharth Boppana, Curt Tigges, Nick Cammarata, Thomas Serre, Vasudev Shyam, Owen Lewis, Thomas McGrath, Jack Merullo, Ekdeep Singh Lubana, Atticus Geiger:
Structuring Sparsity: Block-Sparse Featurizers Capture Visual Concept Manifolds. CoRR abs/2606.25234 (2026) - 2025
- [i5]Jehanzeb Chaudhry, Owen Lewis, Md Al Amin Molla:
Adjoint-based A Posteriori Error Analysis for Semi-explicit Index-1 and Hessenberg Index-2 Differential-Algebraic Equations. CoRR abs/2507.03712 (2025) - [i4]Owen Lewis, Neil Ghani, Andrew Dudzik, Christos Perivolaropoulos, Razvan Pascanu, Petar Velickovic:
Filter Equivariant Functions: A symmetric account of length-general extrapolation on lists. CoRR abs/2507.08796 (2025) - [i3]Liv Gorton, Owen Lewis:
Adversarial Examples Are Not Bugs, They Are Superposition. CoRR abs/2508.17456 (2025) - [i2]Jack Merullo, Srihita Vatsavaya, Lucius Bushnaq, Owen Lewis:
From Memorization to Reasoning in the Spectrum of Loss Curvature. CoRR abs/2510.24256 (2025) - 2024
- [i1]Niklas Stoehr, Mitchell Gordon, Chiyuan Zhang, Owen Lewis:
Localizing Paragraph Memorization in Language Models. CoRR abs/2403.19851 (2024) - 2023
- [j1]Marcela Uliano-Silva, João Gabriel R. N. Ferreira, Ksenia Krasheninnikova, Mark L. Blaxter, Nova Mieszkowska, Neil Hall, Peter Holland, Richard Durbin, Thomas Richards, Paul J. Kersey, Peter Hollingsworth, Willie Wilson, Alex Twyford, Ester Gaya, Mara Lawniczak, Owen Lewis, Gavin Broad, Fergal Martin, Michelle Hart, Ian Barnes, Giulio Formenti, Linelle Abueg, James W. Torrance, Eugene W. Myers, Shane A. McCarthy:
MitoHiFi: a python pipeline for mitochondrial genome assembly from PacBio high fidelity reads. BMC Bioinform. 24(1): 288 (2023)
2010 – 2019
- 2014
- [c1]Owen Lewis, Santiago Perez, Joshua B. Tenenbaum:
Error-Driven Stochastic Search for Theories and Concepts. CogSci 2014
Coauthor Index
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