Leo Kozachkov
Scholar

Leo Kozachkov

Google Scholar ID: V5dtdeUAAAAJ
Brown University
Dynamical SystemsMachine LearningComputational NeuroscienceArtificial Intelligence
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
374
 
H-index
9
 
i10-index
9
 
Publications
20
 
Co-authors
0
 
Contact
CVOpen ↗
Publications
10 items
Traversing the solution space of neural networks with Hessian Null Space Continuation
2026
Cited
0
Self-Attention at Constant Cost per Token via Symmetry-Aware Taylor Approximation
2026
Cited
0
NRGPT: An Energy-based Alternative for GPT
2025
Cited
0
InputDSA: Demixing then Comparing Recurrent and Externally Driven Dynamics
2025
Cited
0
Generalized Orders of Magnitude for Scalable, Parallel, High-Dynamic-Range Computation
2025
Cited
0
Parallelizing MCMC Across the Sequence Length
2025
Cited
0
Predictability Enables Parallelization of Nonlinear State Space Models
2025
Cited
0
Characterizing control between interacting subsystems with deep Jacobian estimation
2025
Cited
0
Resume
Academic Achievements
  • September 2025: Multiple papers accepted at TMLR, Neural Computation, NeurIPS '25, etc.
Research Experience
  • Runs the Dynamic Intelligence Lab at Brown University.
Background
  • Assistant Professor in the Electrical and Computer Engineering Group, School of Engineering, Brown University. Research interests include dynamics, control, and computation in natural and artificial systems.
Miscellany
  • Recently Read Books