Ji Hyun Bak

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 6

Top Topics

Efficient Inference

Boltzmann Machine

Animal Behavior

Top Venues

PLoS Comput. Biol.

Comput. Chem. Eng.

Publications

Ji Hyun Bak, Min Hyeok Kim, Lei Liu, Changbong Hyeon
A unified framework for inferring the multi-scale organization of chromatin domains from Hi-C. PLoS Comput. Biol. 17 (3) (2021)
Jonggeol Na, Ji Hyun Bak, Nikolaos V. Sahinidis
Efficient Bayesian inference using adversarial machine learning and low-complexity surrogate models. Comput. Chem. Eng. 151 (2021)
Zoe Ashwood, Nicholas A. Roy, Ji Hyun Bak, Jonathan W. Pillow
Inferring learning rules from animal decision-making. NeurIPS (2020)
Nicholas A. Roy, Ji Hyun Bak, Athena Akrami, Carlos Brody, Jonathan W. Pillow
Efficient inference for time-varying behavior during learning. NeurIPS (2018)
Ji Hyun Bak, Seogjoo J. Jang, Chang-hyeon Lim
Implications for human odor sensing revealed from the statistics of odorant-receptor interactions. PLoS Comput. Biol. 14 (5) (2018)
Ji Hyun Bak, Jung Choi, Ilana Witten, Athena Akrami, Jonathan W. Pillow
Adaptive optimal training of animal behavior. NIPS (2016)