Sotabase

Career

· 2024 Cohort, MITdesignX2024–2024
· Co-Founder, CEO, Numanac2024–
· Research Residency via Yale CEA, Autodesk2023–2023
· Writer, Yale Center for Business and the Environment (CBEY)2022–2023
· Research Assistant, Yale University2022–2023
· Intern, Urban Design Forum2020–2020
· MADD (Media, Arts, Data and Design) Center Intern, University of Chicago2019–2019
· Global Communications Officer; Marketing Officer, Booyoung Entertainment2018–2018
· Ph.D. in Condensed Matter Physics, Massachusetts Institute of Technology1990–1995
· B.A. in Physics, Harvard University1986–1990

Publications (212)

Grassmann discriminant analysis: a unifying view on subspace-based learning
International Conference on Machine Learning · 2008
671
cited
A kernel view of the dimensionality reduction of manifolds
International Conference on Machine Learning · 2004
633
cited
Semisupervised alignment of manifolds
International Conference on Artificial Intelligence and Statistics · 2005
314
cited
Spectral Methods for Dimensionality Reduction
Semi-Supervised Learning · 2006
296
cited
Approximating Explicit Model Predictive Control Using Constrained Neural Networks
American Control Conference · 2018
244
cited
Little Ben: The Ben Franklin Racing Team's entry in the 2007 DARPA Urban Challenge
J. Field Robotics · 2008
189
cited
Multiplicative Updates for Nonnegative Quadratic Programming
Neural Computation · 2007
175
cited
Multiplicative Updates for Nonnegative Quadratic Programming in Support Vector Machines
Neural Information Processing Systems · 2002
168
cited
The arginine-16 beta2-adrenoceptor polymorphism predisposes to bronchoprotective subsensitivity in patients treated with formoterol and salmeterol.
British Journal of Clinical Pharmacology · 2003
131
cited
Effects of montelukast on surrogate inflammatory markers in corticosteroid-treated patients with asthma.
American Journal of Respiratory and Critical Care Medicine · 2003
107
cited
Adrenal suppression with dry powder formulations of fluticasone propionate and mometasone furoate.
American Journal of Respiratory and Critical Care Medicine · 2004
90
cited
Learning High Dimensional Correspondences from Low Dimensional Manifolds
2003
89
cited
Learning Implicit Sampling Distributions for Motion Planning
IEEE/RJS International Conference on Intelligent RObots and Systems · 2018
84
cited
A proof of concept study to evaluate stepping down the dose of fluticasone in combination with salmeterol and tiotropium in severe persistent asthma.
Respiratory Medicine · 2007
81
cited
Generative Local Metric Learning for Nearest Neighbor Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2010
76
cited
Airway and systemic effects of hydrofluoroalkane formulations of high-dose ciclesonide and fluticasone in moderate persistent asthma.
Chest · 2005
74
cited
Online learning of a full body push recovery controller for omnidirectional walking
IEEE-RAS International Conference on Humanoid Robots · 2011
68
cited
Learning high-dimensional Mixture Models for fast collision detection in Rapidly-Exploring Random Trees
IEEE International Conference on Robotics and Automation · 2016
66
cited
Online, self-supervised terrain classification via discriminatively trained submodular Markov random fields
IEEE International Conference on Robotics and Automation · 2008
63
cited
Extended Grassmann Kernels for Subspace-Based Learning
Neural Information Processing Systems · 2008
61
cited
Sotabase
Dr. Daniel Lee | Researcher Profile | Sotabase | Sotabase