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Spotlight
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Tue 10:45
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Interpretable and Generalizable Graph Learning via Stochastic Attention Mechanism
Siqi Miao · Mia Liu · Pan Li
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Spotlight
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Wed 13:45
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Minimax Classification under Concept Drift with Multidimensional Adaptation and Performance Guarantees
Verónica Álvarez · Santiago Mazuelas · Jose A Lozano
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Spotlight
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Wed 8:45
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Scalable Deep Gaussian Markov Random Fields for General Graphs
Joel Oskarsson · Per Sidén · Fredrik Lindsten
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Spotlight
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Tue 13:20
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TACTiS: Transformer-Attentional Copulas for Time Series
Alexandre Drouin · Étienne Marcotte · Nicolas Chapados
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Spotlight
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Thu 12:40
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Object Permanence Emerges in a Random Walk along Memory
Pavel Tokmakov · Allan Jabri · Jie Li · Adrien Gaidon
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Poster
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Tue 15:30
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An iterative clustering algorithm for the Contextual Stochastic Block Model with optimality guarantees
Guillaume Braun · Hemant Tyagi · Christophe Biernacki
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Poster
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Tue 15:30
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TACTiS: Transformer-Attentional Copulas for Time Series
Alexandre Drouin · Étienne Marcotte · Nicolas Chapados
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Poster
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Thu 15:00
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Tractable Dendritic RNNs for Reconstructing Nonlinear Dynamical Systems
Manuel Brenner · Florian Hess · Jonas M Mikhaeil · Leonard Bereska · Zahra Monfared · Po-Chen Kuo · Daniel Durstewitz
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Spotlight
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Tue 10:30
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An iterative clustering algorithm for the Contextual Stochastic Block Model with optimality guarantees
Guillaume Braun · Hemant Tyagi · Christophe Biernacki
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Poster
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Tue 15:30
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Closed-Form Diffeomorphic Transformations for Time Series Alignment
Iñigo Martinez · Elisabeth Viles · Igor G. Olaizola
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Poster
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Wed 15:30
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Anytime Information Cascade Popularity Prediction via Self-Exciting Processes
Xi Zhang · Akshay Aravamudan · Georgios Anagnostopoulos
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Workshop
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A Convolutional Neural Network for Supernova Time-Series Classification
Helen Qu
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