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34 Results
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Workshop
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Causal Graph ODE: Continuous Treatment Effect Modeling in Multi-agent Dynamical Systems Zijie Huang · Jeehyun Hwang · Junkai Zhang · Jinwoo Baik · Weitong ZHANG · Quanquan Gu · Dominik Wodarz · Yizhou Sun · Wei Wang |
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Workshop
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Training Dynamics of Contextual N-Grams in Language Models Lucia Quirke · Lovis Heindrich · Wes Gurnee · Neel Nanda |
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Workshop
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Generalised Hyperbolic State-space Models for Inference in Dynamic Systems Yaman Kindap · Simon Godsill |
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Workshop
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Causal Inference in Gene Regulatory Networks with GFlowNet: Towards Scalability in Large Systems Trang Nguyen · Alexander Tong · Kanika Madan · Yoshua Bengio · Dianbo Liu |
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Workshop
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On Complex Network Dynamics of an In-Vitro Neuronal System during Rest and Gameplay Moein Khajehnejad · Forough Habibollahi · Alon Loeffler · Brett J. Kagan · Adeel Razi |
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Workshop
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Sat 13:00 |
TANGO: Time-reversal Latent GraphODE for Multi-Agent Dynamical Systems Zijie Huang · Wanjia Zhao · Jingdong Gao · Ziniu Hu · Xiao Luo · Yadi Cao · Yuanzhou Chen · Yizhou Sun · Wei Wang |
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Workshop
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CoDBench: A Critical Evaluation of Data-driven Models for Continuous Dynamical Systems Priyanshu Burark · Karn Tiwari · Meer Mehran Rashid · Prathosh AP · N M Anoop Krishnan |
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Poster
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Tue 8:45 |
Optimistic Active Exploration of Dynamical Systems Bhavya · Lenart Treven · Cansu Sancaktar · Sebastian Blaes · Stelian Coros · Andreas Krause |
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Poster
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Wed 8:45 |
Estimating Koopman operators with sketching to provably learn large scale dynamical systems Giacomo Meanti · Antoine Chatalic · Vladimir Kostic · Pietro Novelli · Massimiliano Pontil · Lorenzo Rosasco |
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Workshop
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Sat 7:30 |
Effective Latent Differential Equation Models via Attention and Multiple Shooting Germán Abrevaya · Mahta Ramezanian-Panahi · Jean-Christophe Gagnon-Audet · Pablo Polosecki · Irina Rish · Silvina Ponce Dawson · Guillermo Cecchi · Guillaume Dumas |