Publications

Guest Articles

• Build a Deep Learning Machine for Under $1000
• Build an Autonomous Face-Recognizing Drone for Under $200
• How to Build a Robot that Sees with $100 and TensorFlow 
• How Real Business are using Machine Learning 
• The Machine Learning Problem of the Next Decade
• How Machine Learning will Affect your Business
• Artificial Intelligence and the Future of Work
• Why Human-in-the-Loop is the Future of Machine Learning
• We Need Open Data to Become the New Open Source
• The Data Science Ecosystem
• The Digital Meritocracy
• The Future of Work Won’t Contain Resumes
• Crowdsourcing Disaster Relief

Book Chapter

• Beautiful Data
  Superficial Data Analysis: Exploring Millions of Social Stereotypes
  Lukas Biewald, Brendan O’Connor. O’Reilly July, 2009

Academic

• Scalable crisis relief: Crowdsourced SMS translation and categorization with Mission 4636
  Vaughn Hester, Aaron Shaw, Lukas Biewald. ACM DEV, December, 2010.
• Crowdsourcing for Search Evaluation
  Ensuring quality in crowdsourced search relevance evaluation:
  The effects of training question distribution
  John Le, Andy Edmonds, Vaughn Hester, Lukas Biewald. SIGIR, July, 2010
• A Small-Vocabulary Shared Task for Medical Speech Translation
  by Manny Rayner, Pierrette Bouillon, Glenn Flores, Farzad Ehsani, Marianne Starlander, Beth Ann Hockey, Jane Brotanek, Lukas Biewald. ACL, August, 2009
• Word-sense Disambiguation for Machine Translation
  by David Vickrey, Lukas Biewald, Marc Teyssier, Daphne Koller. EMNLP, October, 2005
• Combining Visualization and Statistical Analysis to Improve Operator Confidence and Effiencieny for Failure Detection and Localization
  by Peter Bodik, Greg Friedman, Lukas Biewald, Helen Levine, George Candea, Kayur Patel, Gilman Tolle, Jon Hui, Armando Fox, Michael I. Jordan, David Patterson. ICAC. June, 2005

Patents

• Emphasizing Search Results According to Conceptual Meaning

  by Barney Pell, Scott Prevost, Giovanni Lorenzo Thione, Brendan O’Connor, Lukas Biewald, August, 2008
• Efficient Storage and Retrieval of Posting Lists

  by Chad Walters, Giovanni Lorenzo Thione, Barney Pell, Lukas Biewald, Brendan O’Connor, August, 2008
• Checkpointing Iterators During Search
  by Chad Walters, Lukas Biewald, Nitay Joffe, Andrew Alan James, August, 2008
• Browsing Knowledge On The Basis Of Semantic Relations
  by Franco Salvetti, Giovanni Lorenzo Thione, Richard S. Crouch, David Ahn, Lukas Biewald, Brendan O’Connor, Barney D. Pell, August 2008
• Computerized System and Method for Visually Based Education
  by Arthur H. Bardige, Lukas Biewald, Feburary, 2003