Pearlmutter, Barak A.

20 publications

ICLR 2025 MIND over Body: Adaptive Thinking Using Dynamic Computation Mrinal Mathur, Barak A. Pearlmutter, Sergey M. Plis

NeurIPSW 2024 Second-Order Forward-Mode Automatic Differentiation for Optimization Adam D. Cobb, Atilim Gunes Baydin, Barak A. Pearlmutter, Susmit Jha

AISTATS 2020 Automatic Differentiation of Sketched Regression Hang Liao, Barak A. Pearlmutter, Vamsi K. Potluru, David P. Woodruff

ECCV 2014 Seeing Is Worse than Believing: Reading People's Minds Better than Computer-Vision Methods Recognize Actions Andrei Barbu, Daniel Paul Barrett, Wei Chen, Siddharth Narayanaswamy, Caiming Xiong, Jason J. Corso, Christiane D. Fellbaum, Catherine Hanson, Stephen José Hanson, Sébastien Hélie, Evguenia Malaia, Barak A. Pearlmutter, Jeffrey Mark Siskind, Thomas Michael Talavage, Ronnie B. Wilbur

ICLR 2013 Block Coordinate Descent for Sparse NMF Vamsi K. Potluru, Sergey M. Plis, Jonathan Le Roux, Barak A. Pearlmutter, Vince D. Calhoun, Thomas P. Hayes

NeurIPS 2003 Subject-Independent Magnetoencephalographic Source Localization by a Multilayer Perceptron Sung C. Jun, Barak A. Pearlmutter

NeCo 2002 Independent Components of Magnetoencephalography: Localization Akaysha C. Tang, Barak A. Pearlmutter, Natalie A. Malaszenko, Dan B. Phung, Bethany C. Reeb

NeCo 2001 Blind Source Separation by Sparse Decomposition in a Signal Dictionary Michael Zibulevsky, Barak A. Pearlmutter

NeurIPS 2001 Blind Source Separation via Multinode Sparse Representation Michael Zibulevsky, Pavel Kisilev, Yehoshua Y. Zeevi, Barak A. Pearlmutter

NeurIPS 1999 An MEG Study of Response Latency and Variability in the Human Visual System During a Visual-Motor Integration Task Akaysha C. Tang, Barak A. Pearlmutter, Tim A. Hely, Michael Zibulevsky, Michael P. Weisend

NeurIPS 1999 Differentiating Functions of the Jacobian with Respect to the Weights Gary William Flake, Barak A. Pearlmutter

NeurIPS 1996 Maximum Likelihood Blind Source Separation: A Context-Sensitive Generalization of ICA Barak A. Pearlmutter, Lucas C. Parra

COLT 1996 VC Dimension of an Integrate-and-Fire Neuron Model Anthony M. Zador, Barak A. Pearlmutter

NeCo 1996 VC Dimension of an Integrate-and-Fire Neuron Model Anthony M. Zador, Barak A. Pearlmutter

NeCo 1995 Time-Skew Hebb Rule in a Nonisopotential Neuron Barak A. Pearlmutter

NeCo 1994 Fast Exact Multiplication by the Hessian Barak A. Pearlmutter

COLT 1994 Playing the Matching-Shoulders Lob-Pass Game with Logarithmic Regret Joe Kilian, Kevin J. Lang, Barak A. Pearlmutter

NeurIPS 1990 Chaitin-Kolmogorov Complexity and Generalization in Neural Networks Barak A. Pearlmutter, Ronald Rosenfeld

NeCo 1989 Learning State Space Trajectories in Recurrent Neural Networks Barak A. Pearlmutter

NeurIPS 1988 Using Backpropagation with Temporal Windows to Learn the Dynamics of the CMU Direct-Drive Arm II Kenneth Y. Goldberg, Barak A. Pearlmutter