Geng, Sinong

10 publications

TMLR 2025 Factor Learning Portfolio Optimization Informed by Continuous-Time Finance Models Sinong Geng, Houssam Nassif, Zhaobin Kuang, Anders Max Reppen, K. Ronnie Sircar

ICLR 2024 Improving Offline RL by Blending Heuristics Sinong Geng, Aldo Pacchiano, Andrey Kolobov, Ching-An Cheng

UAI 2023 A Data-Driven State Aggregation Approach for Dynamic Discrete Choice Models Sinong Geng, Houssam Nassif, Carlos A. Manzanares

ICMLW 2023 Factor Learning Portfolio Optimization Informed by Continuous-Time Finance Models Sinong Geng, Houssam Nassif, Zhaobin Kuang, Anders Max Reppen, K. Ronnie Sircar

ICML 2020 Deep PQR: Solving Inverse Reinforcement Learning Using Anchor Actions Sinong Geng, Houssam Nassif, Carlos Manzanares, Max Reppen, Ronnie Sircar

UAI 2019 Joint Nonparametric Precision Matrix Estimation with Confounding Sinong Geng, Mladen Kolar, Oluwasanmi Koyejo

ICML 2019 Partially Linear Additive Gaussian Graphical Models Sinong Geng, Minhao Yan, Mladen Kolar, Sanmi Koyejo

UAI 2018 Stochastic Learning for Sparse Discrete Markov Random Fields with Controlled Gradient Approximation Error Sinong Geng, Zhaobin Kuang, Jie Liu, Stephen J. Wright, David Page

ICML 2018 Temporal Poisson Square Root Graphical Models Sinong Geng, Zhaobin Kuang, Peggy Peissig, David Page

NeurIPS 2017 A Screening Rule for L1-Regularized Ising Model Estimation Zhaobin Kuang, Sinong Geng, David Page