• Skip to primary navigation
  • Skip to main content
SRI logo
  • About
    • Press room
    • Our history
  • Expertise
    • Advanced imaging systems
    • Artificial intelligence
    • Biomedical R&D services
    • Biomedical sciences
    • Computer vision
    • Cyber & formal methods
    • Education and learning
    • Innovation strategy and policy
    • National security
    • Ocean & space
    • Quantum
    • QED-C
    • Robotics, sensors & devices
    • Speech & natural language
    • Video test & measurement
  • Ventures
  • NSIC
  • Careers
  • Contact
  • 日本支社
Search
Close
Bios September 8, 2021

Andrew Silberfarb

Senior Computer Scientist, Artificial Intelligence Center

Andrew Silberfarb, Ph.D., is Senior Computer Scientist in the Advanced Analytics group of the Artificial Intelligence Center at SRI International. His research focuses primarily on development and application of novel artificial intelligence techniques. He applies these techniques to real world problems across a variety of application areas including image analysis, radar processing, atmospheric science, biological systems, industrial applications, and multi-source data fusion.

Andrew leads implementation of SRI’s Deep Adaptive Semantic Logic (DASL) machine learning library that integrates logical reasoning with Deep Learning. He currently is the technical leader for multiple novel applications of machine learning including early identification of viral adaptation to humans, characterization of drones based on post-processing of radar detections, and automated generation of synthetic measurements of the upper atmosphere.

Prior to joining SRI in 2016, Andrew was technical staff at MIT Lincoln Laboratory working on multi-sensor data analysis and fusion using both supervised and unsupervised machine learning techniques where he developed techniques for detecting relevant signals in radar, video, radio frequency, social media, and other data. He also developed novel algorithms in support of battle management, all-source intelligence analysis and sociological analysis.

Andrew holds a BS in physics from the California Institute of Technology (CalTech) and a Ph.D. in physics (quantum measurement and control) from the University of New Mexico. Before joining MITLL he was post-doctoral scholar at CalTech.

Key projects

  • Deep Adaptive Semantic Logic (DASL)
  • Go Beyond Machine Learning to Optimize Manufacturing Operations

Recent publications

Transformer Based Molecule Encoding for Property Prediction (12/1/2020) - We build a Transformer-based molecule encoder and property predictor network with novel input featurization that performs significantly better than existing…
Deep Adaptive Semantic Logic (DASL): Compiling Declarative Knowledge into Deep Neural Networks (3/16/2020) - We introduce Deep Adaptive Semantic Logic (DASL), a novel framework for automating the generation of deep neural networks that incorporates…
Resources to discover and use short linear motifs in viral proteins (8/16/2019) - We survey viral uses of SLiMs to mimic host proteins, and information resources available for motif discovery.

How can we help?

Once you hit send…

We’ll match your inquiry to the person who can best help you.

Expect a response within 48 hours.

Career call to action image

Make your own mark.

Search jobs

Our work

Case studies

Publications

Timeline of innovation

Areas of expertise

Institute

Leadership

Press room

Media inquiries

Compliance

Careers

Job listings

Contact

SRI Ventures

Our locations

Headquarters

333 Ravenswood Ave
Menlo Park, CA 94025 USA

+1 (650) 859-2000

Subscribe to our newsletter


日本支社
SRI International
  • Contact us
  • Privacy Policy
  • Cookies
  • DMCA
  • Copyright © 2022 SRI International