David M. Zoltowski

19 papers A* 7C 1Journal 8Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Unifying Framework for Parallelizing Sequential Models with Linear Dynamical Systems. Trans. Mach. Learn. Res. Xavier Gonzalez, Estefany Kelly Buchanan, Hyun Dong Lee, Jerry Weihong Liu, Ke Alexander Wang, David M. Zoltowski, Leo Kozachkov, Christopher Ré, Scott W. Linderman
2025	J	`jnl`	A Unifying Framework for Parallelizing Sequential Models with Linear Dynamical Systems. CoRR Xavier Gonzalez, Estefany Kelly Buchanan, Hyun Dong Lee, Jerry Weihong Liu, Ke Alexander Wang, David M. Zoltowski, Christopher Ré, Scott W. Linderman
2025	J	`jnl`	Predictability Enables Parallelization of Nonlinear State Space Models. CoRR Xavier Gonzalez, Leo Kozachkov, David M. Zoltowski, Kenneth L. Clarkson, Scott W. Linderman
2024	J	`jnl`	Brain-to-Text Benchmark '24: Lessons Learned. CoRR Francis R. Willett, Jingyuan Li, Trung Le, Chaofei Fan, Mingfei Chen, Eli Shlizerman, Yue Chen, Xin Zheng, Tatsuo S. Okubo, Tyler Benster, Hyun Dong Lee, Maxwell Kounga, Estefany Kelly Buchanan, David M. Zoltowski, Scott W. Linderman, Jaimie M. Henderson
2024	A*	`conf`	Modeling Latent Neural Dynamics with Gaussian Process Switching Linear Dynamical Systems. NeurIPS Amber Hu, David M. Zoltowski, Aditya Nair, David Anderson, Lea Duncker, Scott W. Linderman
2024	J	`jnl`	Modeling Latent Neural Dynamics with Gaussian Process Switching Linear Dynamical Systems. CoRR Amber Hu, David M. Zoltowski, Aditya Nair, David Anderson, Lea Duncker, Scott W. Linderman
2024	A*	`conf`	Modeling state-dependent communication between brain regions with switching nonlinear dynamical systems. ICLR Orren Karniol-Tambour, David M. Zoltowski, E. Mika Diamanti, Lucas Pinto, Carlos D. Brody, David W. Tank, Jonathan W. Pillow
2024	A*	`conf`	Structured flexibility in recurrent neural networks via neuromodulation. NeurIPS Julia Costacurta, Shaunak Bhandarkar, David M. Zoltowski, Scott W. Linderman
2021	—	`conf`	Neural Latents Benchmark '21: Evaluating latent variable models of neural population activity. NeurIPS Datasets and Benchmarks Felix Pei, Joel Ye, David M. Zoltowski, Anqi Wu, Raeed H. Chowdhury, Hansem Sohn, Joseph E. O'Doherty, Krishna V. Shenoy, Matthew T. Kaufman, Mark M. Churchland, Mehrdad Jazayeri, Lee E. Miller, Jonathan W. Pillow, Il Memming Park, Eva L. Dyer, Chethan Pandarinath
2021	J	`jnl`	Neural Latents Benchmark '21: Evaluating latent variable models of neural population activity. CoRR Felix Pei, Joel Ye, David M. Zoltowski, Anqi Wu, Raeed H. Chowdhury, Hansem Sohn, Joseph E. O'Doherty, Krishna V. Shenoy, Matthew T. Kaufman, Mark M. Churchland, Mehrdad Jazayeri, Lee E. Miller, Jonathan W. Pillow, Il Memming Park, Eva L. Dyer, Chethan Pandarinath
2021	A*	`conf`	Slice Sampling Reparameterization Gradients. NeurIPS David M. Zoltowski, Diana Cai, Ryan P. Adams
2020	A*	`conf`	A general recurrent state space framework for modeling neural dynamics during decision-making. ICML David M. Zoltowski, Jonathan W. Pillow, Scott W. Linderman
2020	A*	`conf`	Efficient Non-conjugate Gaussian Process Factor Models for Spike Count Data using Polynomial Approximations. ICML Stephen L. Keeley, David M. Zoltowski, Yiyi Yu, Spencer L. Smith, Jonathan W. Pillow
2019	J	`jnl`	Efficient non-conjugate Gaussian process factor models for spike count data using polynomial approximations. CoRR Stephen L. Keeley, David M. Zoltowski, Yiyi Yu, Jacob L. Yates, Spencer L. Smith, Jonathan W. Pillow
2018	A*	`conf`	Scaling the Poisson GLM to massive neural datasets through polynomial approximations. NeurIPS David M. Zoltowski, Jonathan W. Pillow
2017	J	`jnl`	A Tensor Decomposition-Based Approach for Detecting Dynamic Network States From EEG. IEEE Trans. Biomed. Eng. Arash Golibagh Mahyari, David M. Zoltowski, Edward M. Bernat, Selin Aviyente
2014	—	`conf`	A graph theoretic approach to dynamic functional connectivity tracking and network state identification. EMBC David M. Zoltowski, Edward M. Bernat, Selin Aviyente
2014	—	`conf`	Low-rank tensor decomposition based dynamic network tracking. GlobalSIP David M. Zoltowski, Selin Aviyente
2014	C	`conf`	Sparsity-promoting optimal control of spatially-invariant systems. ACC David M. Zoltowski, Neil K. Dhingra, Fu Lin, Mihailo R. Jovanovic