David S. Berman

12 papers Journal 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
A path to natural language through tokenisation and transformers.
CoRR
David S. Berman, Alexander G. Stapleton
2026 J jnl
Towards Worst-Case Guarantees with Scale-Aware Interpretability.
CoRR
Lauren Greenspan, David S. Berman, Aryeh Brill, Ro Jefferson, Artemy Kolchinsky, Jennifer Lin, Andrew Mack, Anindita Maiti, Fernando E. Rosas, Alexander G. Stapleton, Lucas Teixeira, Dmitry Vaintrob
2025 J jnl
Explainable AI: definition and attributes of a good explanation for health AI.
AI Ethics
Evangelia Kyrimi, Scott McLachlan, Jared M. Wohlgemut, Zane B. Perkins, David A. Lagnado, William Marsh, Alexander Gimson, Ali Shafti, Ari Ercole, Amitava Banerjee, Ben Glocker, Burkhard Schafer, Constantine Gatsonis, Crina Grosan, Danielle Sent, David S. Berman, David Glass, Declan P. O'Regan, Dimitrios Letsios, Dylan Morrissey, Erhan Pisirir, Francesco Leofante, Hamit Soyel, Jon Williamson, Keri Grieman, Kudakwashe Dube, Max Marsden, Myura Nagendran, Nigel Tai, Olga Kostopoulou, Owain Jones, Paul Curzon, Rebecca S. Stoner, Sankalp Tandle, Shalmali Joshi, Somayyeh Mossadegh, Stefan Buijsman, Tim Miller, Vince Istvan Madai
2025 J jnl
Grokking vs. Learning: Same Features, Different Encodings.
CoRR
Dmitry Manning-Coe, Jacopo Gliozzi, Alexander G. Stapleton, Edward Hirst, Giuseppe De Tomasi, Barry Bradlyn, David S. Berman
2025 J jnl
Modelling financial time series with ϕ
CoRR
Dimitrios Bachtis, David S. Berman, Arabella Schelpe
2025 J jnl
NCoder - a quantum field theory approach to encoding data.
Mach. Learn. Sci. Technol.
David S. Berman, Marc S. Klinger, Alexander G. Stapleton
2024 J jnl
NCoder - A Quantum Field Theory approach to encoding data.
CoRR
David S. Berman, Marc S. Klinger, Alexander G. Stapleton
2024 J jnl
The Inverse of Exact Renormalization Group Flows as Statistical Inference.
Entropy
David S. Berman, Marc S. Klinger
2023 J jnl
Bayesian Renormalization.
CoRR
David S. Berman, Marc S. Klinger, Alexander G. Stapleton
2023 J jnl
Bayesian renormalization.
Mach. Learn. Sci. Technol.
David S. Berman, Marc S. Klinger, Alexander G. Stapleton
2022 J jnl
On the Dynamics of Inference and Learning.
CoRR
David S. Berman, Jonathan J. Heckman, Marc Klinger
2022 J jnl
The Inverse of Exact Renormalization Group Flows as Statistical Inference.
CoRR
David S. Berman, Marc S. Klinger