All Publications
2024
“Assumption violations in causal discovery and the robustness of score matching”, in 37th Conference on Neural Information Processing Systems (NeurIPS 2023), 2024. ,
CBMM Related
CBMM Memo No.
150
“Formation of Representations in Neural Networks”. 2024. CBMM-Memo-150.pdf (4.03 MB) ,
CBMM Funded
CBMM Memo No.
149
“On the Power of Decision Trees in Auto-Regressive Language Modeling”. 2024. CBMM-Memo-149.pdf (2.11 MB) ,
CBMM Funded
CBMM Memo No.
148
“For HyperBFs AGOP is a greedy approximation to gradient descent”. 2024. CBMM-Memo-148.pdf (1.06 MB) ,
CBMM Funded
“Compositional sparsity of learnable functions”, Bulletin of the American Mathematical Society, vol. 61, pp. 438-456, 2024. ,
CBMM Funded
“RESPRECT: Speeding-up Multi-Fingered Grasping With Residual Reinforcement LearningRESPRECT: Speeding-Up Multi-Fingered Grasping With Residual Reinforcement Learning_supp1-3363532.mp4”, IEEE Robotics and Automation Letters, vol. 9, no. 4, pp. 3045 - 3052, 2024. ,
CBMM Funded
“Dissociating language and thought in large language models”, Trends in Cognitive Sciences, vol. 28, no. 6, pp. 517 - 540, 2024. ,
CBMM Related
CBMM Memo No.
145
“Compositional Sparsity of Learnable Functions”. 2024. CBMM-Memo-145.pdf (1.25 MB) ,
CBMM Funded
“Top-tuning: A study on transfer learning for an efficient alternative to fine tuning for image classification with fast kernel methods”, Image and Vision Computing, vol. 142, p. 104894, 2024. ,
CBMM Related
“What have we learned about artificial intelligence from studying the brain?”, Biological Cybernetics, vol. 118, no. 1-2, pp. 1 - 5, 2024. ,
CBMM Funded
“Dissociable neuronal substrates of visual feature attention and working memory”, Neuron, vol. 112, no. 5, pp. 850 - 863.e6, 2024. ,
CBMM Related
“A ubiquitous spectrolaminar motif of local field potential power across the primate cortexAbstract”, Nature Neuroscience, vol. 27, no. 3, pp. 547 - 560, 2024. ,
CBMM Related
“NeuroDecodeR: a package for neural decoding in RData_Sheet_1.docx”, Frontiers in Neuroinformatics, vol. 17, 2024. ,
CBMM Funded
“How does the primate brain combine generative and discriminative computations in vision?”, arXiv, 2024. ,
2023
CBMM Memo No.
144
“The Janus effects of SGD vs GD: high noise and low rank”. 2023. Updated with appendix showing empirically that the main results extend to deep nonlinear networks (2.95 MB) Small updates...typos... (616.82 KB) ,
CBMM Funded
“Lifelong learning of cognitive styles for physical problem-solving: The effect of embodied experienceAbstract”, Psychonomic Bulletin & Review, 2023. ,
CBMM Funded
“Norm-based Generalization Bounds for Sparse Neural Networks”, in NeurIPS 2023, New Orleans, 2023. NeurIPS-2023-norm-based-generalization-bounds-for-sparse-neural-networks-Paper-Conference.pdf (577.69 KB) ,
CBMM Funded
“Strong and Precise Modulation of Human Percepts via Robustified ANNs”, in NeurIPS 2023, 2023. ,
CBMM Funded
“Estimating Koopman operators with sketching to provably learn large scale dynamical systems”, in 37th Conference on Neural Information Processing Systems (NeurIPS 2023), 2023. ,
CBMM Funded
“An Optimal Structured Zeroth-order Algorithm for Non-smooth Optimization”, in 37th Conference on Neural Information Processing Systems (NeurIPS 2023), 2023. ,
CBMM Funded
“How to Guess a Gradient”, arXiv, 2023. ,
CBMM Funded
“Many but not all deep neural network audio models capture brain responses and exhibit correspondence between model stages and brain regions”, PLOS Biology, vol. 21, no. 12, p. e3002366, 2023. ,
CBMM Funded
“Actual and counterfactual effort contribute to responsibility attributions in collaborative tasks”, Cognition, vol. 241, p. 105609, 2023. ,
CBMM Funded
“Successor-Predecessor Intrinsic Exploration”, in Advances in Neural Information Processing Systems 36 (NeurIPS 2023), 2023. ,
CBMM Funded
“Minute-scale periodicity of neuronal firing in the human entorhinal cortex”, Cell Reports, vol. 42, no. 11, p. 113271, 2023. 1-s2.0-S2211124723012834-main.pdf (5.33 MB) ,
CBMM Funded