Ila R. Fiete

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 10

Top Topics

Content Addressable Memory

Fitness Landscape

Cognitive Tasks

Top Venues

Publications

Andrew Kirjner, Jason Yim, Raman Samusevich, Shahar Bracha, Tommi S. Jaakkola, Regina Barzilay, Ila R. Fiete
Improving protein optimization with smoothed fitness landscapes. ICLR (2024)
Sunny Duan, Mikail Khona, Abhiram Iyer, Rylan Schaeffer, Ila R. Fiete
Uncovering Latent Memories: Assessing Data Leakage and Memorization Patterns in Large Language Models. CoRR (2024)
Jaedong Hwang, Zhang-Wei Hong, Eric Chen, Akhilan Boopathy, Pulkit Agrawal, Ila R. Fiete
Grid Cell-Inspired Fragmentation and Recall for Efficient Map Building. Trans. Mach. Learn. Res. 2024 (2024)
Akhilan Boopathy, Kevin Liu, Jaedong Hwang, Shu Ge, Asaad Mohammedsaleh, Ila R. Fiete
Model-agnostic Measure of Generalization Difficulty. ICML (2023)
Mikail Khona, Sarthak Chandra, Joy J. Ma, Ila R. Fiete
Winning the Lottery With Neural Connectivity Constraints: Faster Learning Across Cognitive Tasks With Spatially Constrained Sparse RNNs. Neural Comput. 35 (11) (2023)
Ziming Liu, Mikail Khona, Ila R. Fiete, Max Tegmark
Growing Brains: Co-emergence of Anatomical and Functional Modularity in Recurrent Neural Networks. CoRR (2023)
Sugandha Sharma, Aidan Curtis, Marta Kryven, Joshua B. Tenenbaum, Ila R. Fiete
Map Induction: Compositional spatial submap learning for efficient exploration in novel environments. ICLR (2022)
Sugandha Sharma, Sarthak Chandra, Ila R. Fiete
Content addressable memory without catastrophic forgetting by heteroassociation with a fixed scaffold. CoRR (2022)
Sugandha Sharma, Sarthak Chandra, Ila R. Fiete
Content Addressable Memory Without Catastrophic Forgetting by Heteroassociation with a Fixed Scaffold. ICML (2022)
Sugandha Sharma, Aidan Curtis, Marta Kryven, Joshua B. Tenenbaum, Ila R. Fiete
Map Induction: Compositional spatial submap learning for efficient exploration in novel environments. CoRR (2021)
Yoram Burak, Ila R. Fiete
Accurate Path Integration in Continuous Attractor Network Models of Grid Cells. PLoS Comput. Biol. 5 (2) (2009)