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Publication date Communities Collections Article title Author(s) Journal/Conference
13 Jul 2025 SERC Institute of High Performance Computing  Provable In-Context Vector Arithmetic via Retrieving Task Concepts Dake Bu, Wei Huang, Andi Han, Atsushi Nitanda, Qingfu Zhang, Hau-San Wong, Taiji Suzuki 42nd International Conference on Machine Learning (ICML 2025)
13 Jul 2025 SERC Institute of High Performance Computing  Propagation of Chaos for Mean-Field Langevin Dynamics and its Application to Model Ensemble Atsushi Nitanda, Anzelle Lee, Damian Xing Kai Tan, Mizuki Sakaguchi, Taiji Suzuki Proceedings of the 42nd International Conference on Machine Learning
24 Apr 2025 SERC Institute of High Performance Computing  Direct Distributional Optimization for Provable Alignment of Diffusion Models Ryotaro Kawata, Kazusato Oko, Atsushi Nitanda, Taiji Suzuki The Fourteenth International Conference on Learning Representations
10 Dec 2024 SERC Institute of High Performance Computing  Improved Particle Approximation Error for Mean Field Neural Networks Atsushi Nitanda Advances in Neural Information Processing Systems 37