Sotabase

Career

· Co-founder, Hooper2017–
· PhD in Computer Science, Stanford University2017–2022
· Bachelor of Science (B.S.), Yale University2012–2016
· DeFi startup

Publications (68)

Multi-finger and whole hand gestural interaction techniques for multi-user tabletop displays
ACM Symposium on User Interface Software and Technology · 2003
527
cited
Multimodal Generative Models for Scalable Weakly-Supervised Learning
Neural Information Processing Systems · 2018
441
cited
Beyond Sparsity: Tree Regularization of Deep Models for Interpretability
AAAI Conference on Artificial Intelligence · 2017
293
cited
Gesture registration, relaxation, and reuse for multi-point direct-touch surfaces
First IEEE International Workshop on Horizontal Interactive Human-Computer Systems (TABLETOP '06) · 2006
216
cited
Informing the Design of Direct-Touch Tabletops
IEEE Computer Graphics and Applications · 2006
179
cited
On Mutual Information in Contrastive Learning for Visual Representations
arXiv.org · 2020
90
cited
Conditional Negative Sampling for Contrastive Learning of Visual Representations
International Conference on Learning Representations · 2020
88
cited
Viewmaker Networks: Learning Views for Unsupervised Representation Learning
International Conference on Learning Representations · 2020
70
cited
Participatory design with individuals who have amnesia
PDC 04 · 2004
67
cited
Predicting intervention onset in the ICU with switching state space models
Summit on Clinical Research Informatics · 2017
66
cited
Zero Shot Learning for Code Education: Rubric Sampling with Deep Learning Inference
AAAI Conference on Artificial Intelligence · 2018
61
cited
Understanding vasopressor intervention and weaning: risk prediction in a public heterogeneous clinical time series database
J. Am. Medical Informatics Assoc. · 2017
57
cited
Variational Item Response Theory: Fast, Accurate, and Expressive
Educational Data Mining · 2020
57
cited
Gradient Boosting Machine: A Survey
arXiv.org · 2019
47
cited
Collaborating to remember: a distributed cognition account of families coping with memory impairments
International Conference on Human Factors in Computing Systems · 2008
45
cited
Detection of Hate Speech in Videos Using Machine Learning
2020 International Conference on Computational Science and Computational Intelligence (CSCI) · 2020
45
cited
Pragmatic Inference and Visual Abstraction Enable Contextual Flexibility During Visual Communication
Computational Brain & Behavior · 2019
43
cited
Regional Tree Regularization for Interpretability in Deep Neural Networks
AAAI Conference on Artificial Intelligence · 2019
42
cited
Meta-Amortized Variational Inference and Learning
AAAI Conference on Artificial Intelligence · 2019
39
cited
Temperature as Uncertainty in Contrastive Learning
arXiv.org · 2021
37
cited
Sotabase