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stat.ML2024
Soft-constrained Schrodinger Bridge: a Stochastic Control Approach
Jhanvi Garg, Xianyang Zhang, Quan Zhou
Schrödinger bridge can be viewed as a continuous-time stochastic control problem where the goal is to find an optimally controlled diffusion process whose terminal distribution coi…
stat.ML2022
Sequential Gradient Descent and Quasi-Newton's Method for Change-Point Analysis
Xianyang Zhang, Trisha Dawn
One common approach to detecting change-points is minimizing a cost function over possible numbers and locations of change-points. The framework includes several well-established p…