Richard D. Lange

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 11

Top Topics

Expectation Propagation

Variational Inference

Top Venues

PLoS Comput. Biol.

Publications

Richard D. Lange, Devin Kwok, Jordan Kyle Matelsky, Xinyue Wang, David Rolnick, Konrad Kording
Deep Networks as Paths on the Manifold of Neural Representations. TAG-ML (2023)
Jordan K. Matelsky, Felipe Parodi, Tony Liu, Richard D. Lange, Konrad P. Kording
A large language model-assisted education tool to provide feedback on open-ended responses. CoRR (2023)
Richard D. Lange, David Rolnick, Konrad P. Kording
Clustering units in neural networks: upstream vs downstream information. Trans. Mach. Learn. Res. 2022 (2022)
Richard D. Lange, David S. Rolnick, Konrad P. Kording
Clustering units in neural networks: upstream vs downstream information. CoRR (2022)
Richard D. Lange, Ari S. Benjamin, Ralf M. Haefner, Xaq Pitkow
Interpolating between sampling and variational inference with infinite stochastic mixtures. UAI (2022)
Richard D. Lange, Ralf M. Haefner
Task-induced neural covariability as a signature of approximate Bayesian learning and inference. PLoS Comput. Biol. 18 (3) (2022)
Richard D. Lange, Jordan Matelsky, Xinyue Wang, Devin Kwok, David S. Rolnick, Konrad P. Kording
Neural Networks as Paths through the Space of Representations. CoRR (2022)
Richard D. Lange, Ankani Chattoraj, Jeffrey M. Beck, Jacob L. Yates, Ralf M. Haefner
A confirmation bias in perceptual decision-making due to hierarchical approximate inference. PLoS Comput. Biol. 17 (11) (2021)
Richard D. Lange, Ari Benjamin, Ralf M. Haefner, Xaq Pitkow
Interpolating between sampling and variational inference with infinite stochastic mixtures. CoRR (2021)
Sabyasachi Shivkumar, Richard D. Lange, Ankani Chattoraj, Ralf M. Haefner
A probabilistic population code based on neural samples. NeurIPS (2018)
Jerald D. Kralik, Daniel B. C. Muldrew, Divya Gunasekaran, Richard D. Lange
Cognitive and action control for goal-directed reaching in a humanoid robot. ROBIO (2017)