The route to chaos in routing games: When is Price of Anarchy too optimistic? T Chotibut, F Falniowski, M Misiurewicz, G Piliouras NeurIPS 2020, 2019 | 29* | 2019 |
Population genetics with fluctuating population sizes T Chotibut, DR Nelson Journal of Statistical Physics 167 (3), 777-791, 2017 | 25 | 2017 |
Family of chaotic maps from game theory T Chotibut, F Falniowski, M Misiurewicz, G Piliouras Dynamical Systems: an International Journal, 2018 | 23 | 2018 |
Evolutionary dynamics with fluctuating population sizes and strong mutualism T Chotibut, DR Nelson Physical Review E 92 (2), 022718, 2015 | 23 | 2015 |
Follow-the-Regularized-Leader Routes to Chaos in Routing Games J Bielawski, T Chotibut, F Falniowski, G Kosiorowski, M Misiurewicz, ... ICML 2021, 2021 | 21 | 2021 |
An explainable self-attention deep neural network for detecting mild cognitive impairment using multi-input digital drawing tasks N Ruengchaijatuporn, I Chatnuntawech, S Teerapittayanon, S Sriswasdi, ... Alzheimer's Research & Therapy 14 (1), 111, 2022 | 16 | 2022 |
Quantum diffusion map for nonlinear dimensionality reduction A Sornsaeng, N Dangniam, P Palittapongarnpim, T Chotibut Physical Review A 104, 052410, 2021 | 14 | 2021 |
The birth of geometry in exponential random graphs P Akara-pipattana, T Chotibut, O Evnin Journal of Physics A: Mathematical and Theoretical 54, 425001, 2021 | 10 | 2021 |
Explainable natural language processing with matrix product states J Tangpanitanon, C Mangkang, P Bhadola, Y Minato, DG Angelakis, ... New Journal of Physics 24 (5), 053032, 2022 | 9 | 2022 |
Striated populations in disordered environments with advection T Chotibut, DR Nelson, S Succi Physica A: Statistical Mechanics and its Applications 465, 500-514, 2017 | 9 | 2017 |
Diffusion probabilistic models enhance variational autoencoder for crystal structure generative modeling T Pakornchote, N Choomphon-Anomakhun, S Arrerut, C Atthapak, ... Scientific Reports 14 (1), 1275, 2024 | 7 | 2024 |
On fundamental aspects of quantum extreme learning machines W Xiong, G Facelli, M Sahebi, O Agnel, T Chotibut, S Thanasilp, Z Holmes arXiv preprint arXiv:2312.15124, 2023 | 7 | 2023 |
Mean Field Theory of Activation Functions in Deep Neural Networks M Milletarí, T Chotibut, PE Trevisanutto ICML Theoretical Physics of Deep Learning 2019, 2018 | 7* | 2018 |
Resistance distance distribution in large sparse random graphs P Akara-pipattana, T Chotibut, O Evnin Journal of Statistical Mechanics: Theory and Experiment 2022 (3), 033404, 2022 | 5 | 2022 |
Biologically Plausible Sequence Learning with Spiking Neural Networks Z Liu, T Chotibut, C Hillar, S Lin AAAI 2020 34 (2), 1316-1323, 2020 | 4 | 2020 |
Memory loss can prevent chaos in games dynamics J Bielawski, T Chotibut, F Falniowski, M Misiurewicz, G Piliouras Chaos: An Interdisciplinary Journal of Nonlinear Science 34 (1), 2024 | 3* | 2024 |
StrainTensorNet: Predicting crystal structure elastic properties using SE (3)-equivariant graph neural networks T Pakornchote, A Ektarawong, T Chotibut Physical Review Research 5 (4), 043198, 2023 | 2 | 2023 |
Quantum state-preparation control in noisy environment via most-likely paths W Kokaew, T Chotibut, A Chantasri arXiv preprint arXiv:2209.13164, 2022 | 2 | 2022 |
Broken Detailed Balance and Non-Equilibrium Dynamics in Noisy Social Learning Models T Vaidya, T Chotibut, G Piliouras Physica A: Statistical Mechanics and its Applications, 2019 | 2 | 2019 |
Quantum next generation reservoir computing: An efficient quantum algorithm for forecasting quantum dynamics A Sornsaeng, N Dangniam, T Chotibut arXiv preprint arXiv:2308.14239, 2023 | 1 | 2023 |