42 citations · 84 across the 3 of their papers we have counts for
4 papers
Group Activity Recognition in Basketball Tracking Data -- Neural Embeddings in Team Sports (NETS)
Sandro Hauri, Slobodan Vucetic
Like many team sports, basketball involves two groups of players who engage in collaborative and adversarial activities to win a game. Players and teams are executing various compl…
Generative Capacity of Probabilistic Protein Sequence Models
Francisco McGee, Quentin Novinger, Ronald M. Levy +2
Potts models and variational autoencoders (VAEs) have recently gained popularity as generative protein sequence models (GPSMs) to explore fitness landscapes and predict the effect…
Multi-Modal Trajectory Prediction of NBA Players
Sandro Hauri, Nemanja Djuric, Vladan Radosavljevic +1
National Basketball Association (NBA) players are highly motivated and skilled experts that solve complex decision making problems at every time point during a game. As a step towa…
Structure motif centric learning framework for inorganic crystalline systems
Huta R. Banjade, Sandro Hauri, Shanshan Zhang +4
Incorporation of physical principles in a network-based machine learning (ML) architecture is a fundamental step toward the continued development of artificial intelligence for mat…