Thiparat Chotibut

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 15

Top Topics

Biologically Plausible

Congestion Games

Dimensionality Reduction

Top Venues

Publications

Teerachote Pakornchote, Annop Ektarawong, Thiparat Chotibut
StrainNet: Predicting crystal structure elastic properties using SE(3)-equivariant graph neural networks. CoRR (2023)
Teerachote Pakornchote, Natthaphon Choomphon-anomakhun, Sorrjit Arrerut, Chayanon Atthapak, Sakarn Khamkaeo, Thiparat Chotibut, Thiti Bovornratanaraks
Diffusion probabilistic models enhance variational autoencoder for crystal structure generative modeling. CoRR (2023)
Apimuk Sornsaeng, Ninnat Dangniam, Thiparat Chotibut
Quantum Next Generation Reservoir Computing: An Efficient Quantum Algorithm for Forecasting Quantum Dynamics. CoRR (2023)
Weijie Xiong, Giorgio Facelli, Mehrad Sahebi, Owen Agnel, Thiparat Chotibut, Supanut Thanasilp, Zoë Holmes
On fundamental aspects of quantum extreme learning machines. CoRR (2023)
Jakub Bielawski, Thiparat Chotibut, Fryderyk Falniowski, Michal Misiurewicz, Georgios Piliouras
Unpredictable dynamics in congestion games: memory loss can prevent chaos. CoRR (2022)
Jakub Bielawski, Thiparat Chotibut, Fryderyk Falniowski, Grzegorz Kosiorowski, Michal Misiurewicz, Georgios Piliouras
Follow-the-Regularized-Leader Routes to Chaos in Routing Games. CoRR (2021)
Apimuk Sornsaeng, Ninnat Dangniam, Pantita Palittapongarnpim, Thiparat Chotibut
Quantum diffusion map for nonlinear dimensionality reduction. CoRR (2021)
Jirawat Tangpanitanon, Chanatip Mangkang, Pradeep Bhadola, Yuichiro Minato, Dimitris G. Angelakis, Thiparat Chotibut
Explainable Natural Language Processing with Matrix Product States. CoRR (2021)
Jakub Bielawski, Thiparat Chotibut, Fryderyk Falniowski, Grzegorz Kosiorowski, Michal Misiurewicz, Georgios Piliouras
Follow-the-Regularized-Leader Routes to Chaos in Routing Games. ICML (2021)
Zuozhu Liu, Thiparat Chotibut, Christopher Hillar, Shaowei Lin
Biologically Plausible Sequence Learning with Spiking Neural Networks. AAAI (2020)
Thiparat Chotibut, Fryderyk Falniowski, Michal Misiurewicz, Georgios Piliouras
The route to chaos in routing games: When is price of anarchy too optimistic? NeurIPS (2020)
Zuozhu Liu, Thiparat Chotibut, Christopher Hillar, Shaowei Lin
Biologically Plausible Sequence Learning with Spiking Neural Networks. CoRR (2019)
Thiparat Chotibut, Fryderyk Falniowski, Michal Misiurewicz, Georgios Piliouras
The route to chaos in routing games: Population increase drives period-doubling instability, chaos & inefficiency with Price of Anarchy equal to one. CoRR (2019)
Tushar Vaidya, Thiparat Chotibut, Georgios Piliouras
Broken Detailed Balance and Non-Equilibrium Dynamics in Noisy Social Learning Models. CoRR (2019)
Mirco Milletarí, Thiparat Chotibut, Paolo E. Trevisanutto
Expectation propagation: a probabilistic view of Deep Feed Forward Networks. CoRR (2018)