Thiparat Chotibut

According to our database, Thiparat Chotibut authored at least 13 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

On fundamental aspects of quantum extreme learning machines.

Weijie Xiong, Giorgio Facelli, Mehrad Sahebi, Owen Agnel, Thiparat Chotibut, Supanut Thanasilp, Zoë Holmes

CoRR, 2023

Quantum Next Generation Reservoir Computing: An Efficient Quantum Algorithm for Forecasting Quantum Dynamics.

Apimuk Sornsaeng, Ninnat Dangniam, Thiparat Chotibut

CoRR, 2023

Diffusion probabilistic models enhance variational autoencoder for crystal structure generative modeling.

Teerachote Pakornchote, Natthaphon Choomphon-anomakhun, Sorrjit Arrerut, Chayanon Atthapak, Sakarn Khamkaeo, Thiparat Chotibut, Thiti Bovornratanaraks

CoRR, 2023

StrainNet: Predicting crystal structure elastic properties using SE(3)-equivariant graph neural networks.

Teerachote Pakornchote, Annop Ektarawong, Thiparat Chotibut

CoRR, 2023

2022

Unpredictable dynamics in congestion games: memory loss can prevent chaos.

Jakub Bielawski, Thiparat Chotibut, Fryderyk Falniowski, Michal Misiurewicz, Georgios Piliouras

CoRR, 2022

2021

Explainable Natural Language Processing with Matrix Product States.

Jirawat Tangpanitanon, Chanatip Mangkang, Pradeep Bhadola, Yuichiro Minato, Dimitris G. Angelakis, Thiparat Chotibut

CoRR, 2021

Quantum diffusion map for nonlinear dimensionality reduction.

Apimuk Sornsaeng, Ninnat Dangniam, Pantita Palittapongarnpim, Thiparat Chotibut

CoRR, 2021

Follow-the-Regularized-Leader Routes to Chaos in Routing Games.

Jakub Bielawski, Thiparat Chotibut, Fryderyk Falniowski, Grzegorz Kosiorowski, Michal Misiurewicz, Georgios Piliouras

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

The route to chaos in routing games: When is price of anarchy too optimistic?

Thiparat Chotibut, Fryderyk Falniowski, Michal Misiurewicz, Georgios Piliouras

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Biologically Plausible Sequence Learning with Spiking Neural Networks.

Zuozhu Liu, Thiparat Chotibut, Christopher Hillar, Shaowei Lin

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Broken Detailed Balance and Non-Equilibrium Dynamics in Noisy Social Learning Models.

Tushar Vaidya, Thiparat Chotibut, Georgios Piliouras

CoRR, 2019

The route to chaos in routing games: Population increase drives period-doubling instability, chaos & inefficiency with Price of Anarchy equal to one.

Thiparat Chotibut, Fryderyk Falniowski, Michal Misiurewicz, Georgios Piliouras

CoRR, 2019

2018

Expectation propagation: a probabilistic view of Deep Feed Forward Networks.

Mirco Milletarí, Thiparat Chotibut, Paolo E. Trevisanutto

CoRR, 2018