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Workshop
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antGLasso: An Efficient Tensor Graphical Lasso Algorithm
Bailey Andrew · David Westhead · Luisa Cutillo
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Poster
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tntorch: Tensor Network Learning with PyTorch
Mikhail Usvyatsov · Rafael Ballester-Ripoll · Konrad Schindler
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Workshop
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Tensor networks for active inference with discrete observation spaces
Samuel T. Wauthier · Bram Vanhecke · Tim Verbelen · Bart Dhoedt
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Poster
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Wed 14:00
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Capturing Graphs with Hypo-Elliptic Diffusions
Csaba Toth · Darrick Lee · Celia Hacker · Harald Oberhauser
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Workshop
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Sat 10:30
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Integrating eye gaze into machine learning using fractal curves
Robert Ahadizad Newport · Sidong Liu · Antonio Di Ieva
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Poster
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Thu 9:00
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Non-Gaussian Tensor Programs
Eugene Golikov · Greg Yang
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Poster
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Thu 9:00
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High-Order Pooling for Graph Neural Networks with Tensor Decomposition
Chenqing Hua · Guillaume Rabusseau · Jian Tang
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Affinity Workshop
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Under-Counted Tensor Completion with Neural Network-based Side Information Learner
Shahana Ibrahim · Xiao Fu · Rebecca Hutchinson · Eugene Seo
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Poster
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Wed 9:00
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Cost-efficient Gaussian tensor network embeddings for tensor-structured inputs
Linjian Ma · Edgar Solomonik
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Workshop
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Identifying Witnesses to Noise Transients in Ground-based Gravitational-wave Observations using Auxiliary Channels with Matrix and Tensor Factorization Techniques
Rutuja Gurav · Vagelis Papalexakis · Gabriele Vajente · Jonathan Richardson · Barry Barish
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Workshop
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Sketch-GNN: Scalable Graph Neural Networks with Sublinear Training Complexity
Mucong Ding · Tahseen Rabbani · Bang An · Evan Wang · Furong Huang
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Poster
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Thu 14:00
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Sketch-GNN: Scalable Graph Neural Networks with Sublinear Training Complexity
Mucong Ding · Tahseen Rabbani · Bang An · Evan Wang · Furong Huang
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