Williams, Alex H

18 publications

ICLR 2025 Comparing Noisy Neural Population Dynamics Using Optimal Transport Distances Amin Nejatbakhsh, Victor Geadah, Alex H Williams, David Lipshutz
ICLR 2025 Discriminating Image Representations with Principal Distortions Jenelle Feather, David Lipshutz, Sarah E Harvey, Alex H Williams, Eero P Simoncelli
ICLR 2025 Disentangling 3D Animal Pose Dynamics with Scrubbed Conditional Latent Variables Joshua Huang Wu, Hari Koneru, James Russell Ravenel, Anshuman Sabath, James Michael Roach, Shaun Sze-Xian Lim, Michael R Tadross, Alex H Williams, Timothy W Dunn
NeurIPS 2025 Modeling Neural Activity with Conditionally Linear Dynamical Systems Victor Geadah, Amin Nejatbakhsh, David Lipshutz, Jonathan W. Pillow, Alex H Williams
NeurIPS 2025 Scalable Inference of Functional Neural Connectivity at Submillisecond Timescales Arina Medvedeva, Edoardo Balzani, Alex H Williams, Stephen L Keeley
NeurIPSW 2024 Comparing the Local Information Geometry of Image Representations David Lipshutz, Jenelle Feather, Sarah E Harvey, Alex H Williams, Eero P Simoncelli
ICLRW 2024 Disentangling Recurrent Neural Dynamics with Stochastic Representational Geometry David Lipshutz, Amin Nejatbakhsh, Alex H Williams
NeurIPSW 2024 Equivalence Between Representational Similarity Analysis, Centered Kernel Alignment, and Canonical Correlations Analysis Alex H Williams
ICLR 2024 Estimating Shape Distances on Neural Representations with Limited Samples Dean A Pospisil, Brett W. Larsen, Sarah E Harvey, Alex H Williams
NeurIPS 2024 Vocal Call Locator Benchmark (VCL) for Localizing Rodent Vocalizations from Multi-Channel Audio Ralph E Peterson, Aramis Tanelus, Christopher Ick, Bartul Mimica, Niegil Francis, Violet J Ivan, Aman Choudhri, Annegret L Falkner, Mala Murthy, David M Schneider, Dan H Sanes, Alex H Williams
NeurIPSW 2024 What Representational Similarity Measures Imply About Decodable Information Sarah E Harvey, David Lipshutz, Alex H Williams
NeurIPSW 2023 Duality of Bures and Shape Distances with Implications for Comparing Neural Representations Sarah E Harvey, Brett W. Larsen, Alex H Williams
NeurIPSW 2023 Estimating Shape Distances on Neural Representations with Limited Samples Dean A Pospisil, Brett W. Larsen, Sarah E Harvey, Alex H Williams
ICLR 2023 Representational Dissimilarity Metric Spaces for Stochastic Neural Networks Lyndon Duong, Jingyang Zhou, Josue Nassar, Jules Berman, Jeroen Olieslagers, Alex H Williams
NeurIPSW 2023 Soft Matching Distance: A Metric on Neural Representations That Captures Single-Neuron Tuning Meenakshi Khosla, Alex H Williams
NeurIPS 2021 Explaining Heterogeneity in Medial Entorhinal Cortex with Task-Driven Neural Networks Aran Nayebi, Alexander Attinger, Malcolm Campbell, Kiah Hardcastle, Isabel Low, Caitlin S Mallory, Gabriel Mel, Ben Sorscher, Alex H Williams, Surya Ganguli, Lisa Giocomo, Dan Yamins
NeurIPS 2021 Generalized Shape Metrics on Neural Representations Alex H Williams, Erin Kunz, Simon Kornblith, Scott Linderman
ICMLW 2019 Line Attractor Dynamics in Recurrent Networks for Sentiment Classification Niru Maheswaranathan, Alex H. Williams, Matthew D. Golub, Surya Ganguli, David Sussillo