Publications of Yuansi Chen :chronological alphabetical combined bibtex listing:
Papers Published
- Wu, K; Schmidler, S; Chen, Y. "Minimax Mixing Time of the Metropolis-Adjusted Langevin Algorithm for Log-Concave Sampling." Vol. 23 (September, 2021): 1-63. [abs]
- Chen, Y. "An Almost Constant Lower Bound of the Isoperimetric Coefficient in the KLS Conjecture." (November, 2020). [abs]
- Chen, Y; Bühlmann, P. "Domain adaptation under structural causal models." (October, 2020). [abs]
- Ma, Y-A; Chen, Y; Jin, C; Flammarion, N; Jordan, MI. "Sampling can be faster than optimization.." Proceedings of the National Academy of Sciences of the United States of America 116.42 (October, 2019): 20881-20885. [doi] [abs]
- Chen, Y; Dwivedi, R; Wainwright, MJ; Yu, B. "Fast mixing of Metropolized Hamiltonian Monte Carlo: Benefits of multi-step gradients." (May, 2019). [abs]
- Abbasi-Asl, R; Chen, Y; Bloniarz, A; Oliver, M; Willmore, BDB; Gallant, JL; Yu, B. "The DeepTune framework for modeling and characterizing neurons in visual cortex area V4." (November, 2018). [doi] [abs]
- Chen, Y; Jin, C; Yu, B. "Stability and Convergence Trade-off of Iterative Optimization Algorithms." (April, 2018). [abs]
- Dwivedi, R; Chen, Y; Wainwright, MJ; Yu, B. "Log-concave sampling: Metropolis-Hastings algorithms are fast." Journal of Machine Learning Research, 2019 (January, 2018). [abs]
- Chen, Y; Dwivedi, R; Wainwright, MJ; Yu, B. "Fast MCMC sampling algorithms on polytopes." The Journal of Machine Learning Research 19 (October, 2017): 2146-2231. [abs]