Distinguishing discrete and continuous behavioral variability using warped autoregressive HMMs

Costacurta J, Duncker L, Sheffer B, Gillis W, Weinreb C, Markowitz J, Datta S, Williams A, Linderman S.

Advances in Neural Information Processing Systems July, 2022

Other Publications

High-resolution in vivo kinematic tracking with injectable fluorescent nanoparticles

Ulutas EZ, Pradhan A, Koveal D, Markowitz JE.

Science Advances October, 2025

Act natural: a review of new methods for assessing dopamine’s role in natural behavior

Markowitz JE.

Current Opinion in Behavioral Sciences May, 2025

Inverse Reinforcement Learning with Switching Rewards and History Dependency for Characterizing Animal Behaviors

Ke J, Wu F, Wang J, Markowitz JE, Wu A.

arXiv January, 2025

Spontaneous behaviour is structured by reinforcement without explicit reward

Markowitz JE, Gillis WF, Jay M, Wood J, Harris RW, Cieszkowski R, Scott R, Brann D, Koveal D, Kula T, Weinreb C, Osman MAM, Pinto SR, Uchida N, Linderman SW, Sabatini BL, Datta SR.

Nature June, 2023

Published works affiliated with MarkoLab