Area of research
Artificial Intelligence · Computational Theory and Mathematics
Research interest
Research interests include Machine Learning and Algorithms, Complexity and Algorithms in Graphs, Statistical Methods and Inference, and Algorithms and Data Compression.
Algorithmic High-Dimensional Robust Statistics
vqSGD: Vector Quantized Stochastic Gradient Descent
Sever: A Robust Meta-Algorithm for Stochastic Optimization
eScholarship (California Digital Library) 2018cited by 97position: middle
Statistical Query Lower Bounds for Robust Estimation of High-Dimensional Gaussians and Gaussian Mixtures (Extended Abstract)
Mass-surveillance without the State
Collaborative Research: AF: Medium: Algorithmic High-Dimensional Robust Statistics
CAREER: Structure and Analysis of Low Degree Polynomials
SBIR Phase I: Quantitative Space-time Control for High Contrast Multiphoton Microscopy
PostDoctoral Research Fellowship
STTR Phase I: The Development of Quantum Dot Materials for Ultrafast Laser Applications
SBIR Phase I: Enhanced Spectral Interferometry for Biological Imaging
SBIR Phase I: Optical Pulse Measurement for Telecommunication Applications
SBIR Phase II: Novel Electric Field Probe for High-Speed Integrated Circuits and Semiconductor Devices
SBIR Phase I: Novel Electric Field Probe for High-Speed Integrated Circuits and Semiconductor Devices
SBIR Phase II: Real Time Spectrogram Inversion for Ultrashort Laser Pulse Measurement
SBIR Phase I: Real Time Spectrogram Inversion for UltrashortLaser Pulse Measurement
Simultaneous Measurement of Two Arbitrary Ultrashort Laser Pulses Using Double-Blind Frequency Resolved Optical Gating