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Poster
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Thu 8:45
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Block Broyden's Methods for Solving Nonlinear Equations
Chengchang Liu · Cheng Chen · Luo Luo · John C.S. Lui
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Poster
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Wed 8:45
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iSCAN: Identifying Causal Mechanism Shifts among Nonlinear Additive Noise Models
Tianyu Chen · Kevin Bello · Bryon Aragam · Pradeep Ravikumar
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Poster
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Tue 8:45
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Provable Guarantees for Nonlinear Feature Learning in Three-Layer Neural Networks
Eshaan Nichani · Alex Damian · Jason Lee
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Poster
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Thu 8:45
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Understanding Multi-phase Optimization Dynamics and Rich Nonlinear Behaviors of ReLU Networks
Mingze Wang · Chao Ma
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Poster
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Thu 15:00
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Transformer as a hippocampal memory consolidation model based on NMDAR-inspired nonlinearity
Dong Kyum Kim · Jea Kwon · Meeyoung Cha · C. Lee
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Poster
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Thu 8:45
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Optimal Exploration for Model-Based RL in Nonlinear Systems
Andrew Wagenmaker · Guanya Shi · Kevin Jamieson
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Poster
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Tue 15:15
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Modeling Dynamics over Meshes with Gauge Equivariant Nonlinear Message Passing
Jung Yeon Park · Lawson Wong · Robin Walters
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Poster
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Thu 8:45
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Learning Linear Causal Representations from Interventions under General Nonlinear Mixing
Simon Buchholz · Goutham Rajendran · Elan Rosenfeld · Bryon Aragam · Bernhard Schölkopf · Pradeep Ravikumar
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Poster
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Wed 15:00
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Time Series Kernels based on Nonlinear Vector AutoRegressive Delay Embeddings
Giovanni De Felice · John Goulermas · Vladimir Gusev
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Poster
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Wed 15:00
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Identification of Nonlinear Latent Hierarchical Models
Lingjing Kong · Biwei Huang · Feng Xie · Eric Xing · Yuejie Chi · Kun Zhang
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Poster
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Thu 8:45
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State-space models with layer-wise nonlinearity are universal approximators with exponential decaying memory
Shida Wang · Beichen Xue
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Oral
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Tue 13:40
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Learning Linear Causal Representations from Interventions under General Nonlinear Mixing
Simon Buchholz · Goutham Rajendran · Elan Rosenfeld · Bryon Aragam · Bernhard Schölkopf · Pradeep Ravikumar
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