Workshop

antGLasso: An Efficient Tensor Graphical Lasso Algorithm
Bailey Andrew · David Westhead · Luisa Cutillo

Poster

tntorch: Tensor Network Learning with PyTorch
Mikhail Usvyatsov · Rafael Ballester-Ripoll · Konrad Schindler

Poster

Wed 14:00

Capturing Graphs with Hypo-Elliptic Diffusions
Csaba Toth · Darrick Lee · Celia Hacker · Harald Oberhauser

Workshop

Tensor networks for active inference with discrete observation spaces
Samuel T. Wauthier · Bram Vanhecke · Tim Verbelen · Bart Dhoedt

Workshop

Sat 10:30

Integrating eye gaze into machine learning using fractal curves
Robert Ahadizad Newport · Sidong Liu · Antonio Di Ieva

Poster

Thu 9:00

Non-Gaussian Tensor Programs
Eugene Golikov · Greg Yang

Poster

Thu 9:00

High-Order Pooling for Graph Neural Networks with Tensor Decomposition
Chenqing Hua · Guillaume Rabusseau · Jian Tang

Affinity Workshop

Under-Counted Tensor Completion with Neural Network-based Side Information Learner
Shahana Ibrahim · Xiao Fu · Rebecca Hutchinson · Eugene Seo

Poster

Wed 9:00

Cost-efficient Gaussian tensor network embeddings for tensor-structured inputs
Linjian Ma · Edgar Solomonik

Workshop

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

Workshop

Sketch-GNN: Scalable Graph Neural Networks with Sublinear Training Complexity
Mucong Ding · Tahseen Rabbani · Bang An · Evan Wang · Furong Huang

Poster

Thu 14:00

Sketch-GNN: Scalable Graph Neural Networks with Sublinear Training Complexity
Mucong Ding · Tahseen Rabbani · Bang An · Evan Wang · Furong Huang