Sinong Geng - RankMe

19 papers A* 4A 3Journal 10Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Factor Learning Portfolio Optimization Informed by Continuous-Time Finance Models. Trans. Mach. Learn. Res. Sinong Geng, Houssam Nassif, Zhaobin Kuang, Anders Max Reppen, Ronnie Sircar
2024	A*	`conf`	Improving Offline RL by Blending Heuristics. ICLR Sinong Geng, Aldo Pacchiano, Andrey Kolobov, Ching-An Cheng
2024	J	`jnl`	Reinforcement Learning Paycheck Optimization for Multivariate Financial Goals. CoRR Melda Alaluf, Giulia Crippa, Sinong Geng, Zijian Jing, Nikhil Krishnan, Sanjeev Kulkarni, Wyatt Navarro, Ronnie Sircar, Jonathan Tang
2023	A	`conf`	A Data-Driven State Aggregation Approach for Dynamic Discrete Choice Models. UAI Sinong Geng, Houssam Nassif, Carlos A. Manzanares
2023	J	`jnl`	A Data-Driven State Aggregation Approach for Dynamic Discrete Choice Models. CoRR Sinong Geng, Houssam Nassif, Carlos A. Manzanares
2023	J	`jnl`	Improving Offline RL by Blending Heuristics. CoRR Sinong Geng, Aldo Pacchiano, Andrey Kolobov, Ching-An Cheng
2023	—	`—`	Model-Regularized Machine Learning for Decision-Making Sinong Geng
2023	J	`jnl`	Reinforcement learning paycheck optimization for multivariate financial goals. Risk Decis. Anal. Melda Alaluf, Giulia Crippa, Sinong Geng, Zijian Jing, Nikhil Krishnan, Sanjeev Kulkarni, Wyatt Navarro, Ronnie Sircar, Jonathan Tang
2020	A*	`conf`	Deep PQR: Solving Inverse Reinforcement Learning using Anchor Actions. ICML Sinong Geng, Houssam Nassif, Carlos A. Manzanares, A. Max Reppen, Ronnie Sircar
2020	J	`jnl`	Identifying Reward Functions using Anchor Actions. CoRR Sinong Geng, Houssam Nassif, Carlos A. Manzanares, A. Max Reppen, Ronnie Sircar
2020	J	`jnl`	Stochastic Learning for Sparse Discrete Markov Random Fields with Controlled Gradient Approximation Error. CoRR Sinong Geng, Zhaobin Kuang, Jie Liu, Stephen J. Wright, David Page
2020	J	`jnl`	Temporal Poisson Square Root Graphical Models. CoRR Sinong Geng, Zhaobin Kuang, Peggy L. Peissig, David Page
2019	A	`conf`	Joint Nonparametric Precision Matrix Estimation with Confounding. UAI Sinong Geng, Mladen Kolar, Oluwasanmi Koyejo
2019	A*	`conf`	Partially Linear Additive Gaussian Graphical Models. ICML Sinong Geng, Minhao Yan, Mladen Kolar, Sanmi Koyejo
2019	J	`jnl`	Partially Linear Additive Gaussian Graphical Models. CoRR Sinong Geng, Minhao Yan, Mladen Kolar, Oluwasanmi Koyejo
2018	J	`jnl`	Joint Nonparametric Precision Matrix Estimation with Confounding. CoRR Sinong Geng, Mladen Kolar, Oluwasanmi Koyejo
2018	A	`conf`	Stochastic Learning for Sparse Discrete Markov Random Fields with Controlled Gradient Approximation Error. UAI Sinong Geng, Zhaobin Kuang, Jie Liu, Stephen J. Wright, David Page
2018	A*	`conf`	Temporal Poisson Square Root Graphical Models. ICML Sinong Geng, Zhaobin Kuang, Peggy L. Peissig, David Page
2017	—	`conf`	A Screening Rule for l1-Regularized Ising Model Estimation. NIPS Zhaobin Kuang, Sinong Geng, David Page