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Oral
Fri Jul 28 10:00 AM -- 10:08 AM (KST) @ Meeting Room 316 A-C None
Neural Continuous-Discrete State Space Models for Irregularly-Sampled Time Series
In Oral C2 Time Series / Dynamics / Sequences
Abdul Fatir Ansari · Alvin Heng · Andre Lim · Harold Soh
[ PDF] 
Oral
Fri Jul 28 10:08 AM -- 10:16 AM (KST) @ Meeting Room 316 A-C None
Self-Interpretable Time Series Prediction with Counterfactual Explanations
In Oral C2 Time Series / Dynamics / Sequences
Jingquan Yan · Hao Wang
[ PDF] 
Oral
Fri Jul 28 10:16 AM -- 10:24 AM (KST) @ Meeting Room 316 A-C None
Resurrecting Recurrent Neural Networks for Long Sequences
In Oral C2 Time Series / Dynamics / Sequences
Antonio Orvieto · Samuel Smith · Albert Gu · Anushan Fernando · Caglar Gulcehre · Razvan Pascanu · Soham De
[ PDF] 
Oral
Fri Jul 28 10:24 AM -- 10:32 AM (KST) @ Meeting Room 316 A-C None
Inferring Relational Potentials in Interacting Systems
In Oral C2 Time Series / Dynamics / Sequences
Armand Comas · Yilun Du · Christian Fernandez Lopez · Sandesh Ghimire · Mario Sznaier · Josh Tenenbaum · Octavia Camps
[ PDF] 
Oral
Fri Jul 28 10:32 AM -- 10:40 AM (KST) @ Meeting Room 316 A-C None
Memory-Based Dual Gaussian Processes for Sequential Learning
In Oral C2 Time Series / Dynamics / Sequences
Paul Chang · Prakhar Verma · ST John · Arno Solin · Khan Emtiyaz
[ PDF] 
Oral
Fri Jul 28 10:40 AM -- 10:48 AM (KST) @ Meeting Room 316 A-C None
H-Likelihood Approach to Deep Neural Networks with Temporal-Spatial Random Effects for High-Cardinality Categorical Features
In Oral C2 Time Series / Dynamics / Sequences
Hangbin Lee · Youngjo Lee
[ PDF] 
Oral
Fri Jul 28 10:48 AM -- 10:56 AM (KST) @ Meeting Room 316 A-C None
Generalized Teacher Forcing for Learning Chaotic Dynamics
In Oral C2 Time Series / Dynamics / Sequences
Florian Hess · Zahra Monfared · Manuel Brenner · Daniel Durstewitz
[ Slides]  [ PDF] 
Oral
Fri Jul 28 10:56 AM -- 11:04 AM (KST) @ Meeting Room 316 A-C None
Gaussian Process Priors for Systems of Linear Partial Differential Equations with Constant Coefficients
In Oral C2 Time Series / Dynamics / Sequences
Marc Harkonen · Markus Lange-Hegermann · Bogdan Raita
[ PDF] 
Oral
Fri Jul 28 11:04 AM -- 11:12 AM (KST) @ Meeting Room 316 A-C None
Spherical Fourier Neural Operators: Learning Stable Dynamics on the Sphere
In Oral C2 Time Series / Dynamics / Sequences
Boris Bonev · Thorsten Kurth · Christian Hundt · Jaideep Pathak · Maximilian Baust · Karthik Kashinath · Anima Anandkumar
[ PDF] 
Oral
Fri Jul 28 11:12 AM -- 11:20 AM (KST) @ Meeting Room 316 A-C None
Learning Control-Oriented Dynamical Structure from Data
In Oral C2 Time Series / Dynamics / Sequences
Spencer M. Richards · Jean-Jacques Slotine · Navid Azizan · Marco Pavone
[ PDF]