# Faculty Publications - John F. Canny

## Books

- S. Russell, P. Norvig, J. F. Canny, J. Malik, and D. D. Edwards,
*Artificial Intelligence: A Modern Approach*, 2nd ed., Prentice Hall Series in Artificial Intelligence, Upper Saddle River, NJ: Prentice Hall/Pearson Education, 2003. [abstract] - S. Russell, P. Norvig, J. F. Canny, J. Malik, and D. D. Edwards,
*Artificial Intelligence: A Modern Approach*, Prentice Hall Series in Artificial Intelligence, Englewood Cliffs, NJ: Prentice Hall, 1995. [abstract] - Z. Li and J. F. Canny, Eds.,
*Nonholonomic Motion Planning*, The Springer International Series in Engineering and Computer Science. Robotics: Vision, Manipulation and Sensors, Vol. 192, Boston, MA: Kluwer Academic Publishers/Springer, 1993. [abstract] - J. F. Canny,
*The Complexity of Robot Motion Planning*, The ACM Distinguished Dissertation Series, Cambridge, MA: The MIT Press, 1988. [abstract]

## Book chapters or sections

- D. Ramachandran and J. F. Canny, "The persurasive power of human-machine dialogue," in
*Persuasive Technology: Proc. 3rd Intl. Conf. (PERSUASIVE 2008)*, H. Oinas-Kukkonen, P. Hasle, M. Harjumaa, K. Segerstahl, and P. Ohrstrom, Eds., Lecture Notes in Computer Science, Vol. 5033, Berlin, Germany: Springer-Verlag, 2008, pp. 189-200. - K. Chang, M. Y. Chen, and J. F. Canny, "Tracking free-weight exercises," in
*Ubiquitous Computing, Proc. 9th Intl. Conf. (UbiComp 2007)*, J. Krumm, G. D. Abowd, A. Seneviratne, and T. Strang, Eds., Lecture Notes in Computer Science, Vol. 4717, Berlin, Germany: Springer-Verlag, 2007, pp. 19-37. - R. Aipperspach, T. L. Rattenbury, A. Woodruff, and J. F. Canny, "A quantitative method for revealing and comparing places in the home," in
*UbiComp 2006: Ubiquitous Computing, Proc. 8th Intl. Conf.*, P. Dourish and A. Friday, Eds., Lecture Notes in Computer Science, Vol. 4206, Berlin, Germany: Springer-Verlag, 2006, pp. 1-18. - R. Aipperspach, E. Cohen, and J. F. Canny, "Modeling human behavior from simple sensors in the home," in
*Pervasive Computing: Proc. 4th Intl. Conf.*, K. P. Fishkin, B. Schiele, P. Nixon, and A. J. Quigley, Eds., Lecture Notes in Computer Science, Vol. 3968, Berlin, Germany: Springer-Verlag, 2006, pp. 337-348. - Y. Duan and J. F. Canny, "How to construct multicast cryptosystems provably secure against adaptive chosen ciphertext attack," in
*Topics in Cryptography: Proc. The Cryptographers' Track at the RSA Conf. (CT-RSA 2006)*, D. Pointcheval, Ed., Lecture Notes in Computer Science, Vol. 3860, Berlin, Germany: Springer-Verlag, 2006, pp. 244-261. - M. Davis, M. Smith, F. Stentiford, A. Bamidele, J. F. Canny, N. Good, S. King, and R. Janakiraman, "Using context and similarity for face and location identification," in
*Internet Imaging VII: Proc. IS&T/SPIE 18th Annual Symp.*, S. Santini, R. Schettini, and T. Gevers, Eds., Proceedings of SPIE, Vol. 6061, Bellingham, WA: SPIE -- Society of Photo-Optical Instrumentation Engineers, 2006, pp. 0E-1-9. - Y. Duan and J. F. Canny, "Protecting user data in ubiquitous computing: Towards trustworthy environments," in
*Privacy Enhancing Technologies: Proc. 4th Intl. Workshop (PET 2004). Revised Selected Papers.*, D. Martin and A. Serjantov, Eds., Lecture Notes in Computer Science, Vol. 3424, Berlin, Germany: Springer-Verlag, 2005, pp. 167-185. - J. F. Canny and S. Sorkin, "Practical large-scale distributed key generation," in
*Advances in Cryptology: EUROCRYPT 2004*, C. Cachin and J. Camenisch, Eds., Lecture Notes in Computer Science, Vol. 3027, Berlin, Germany: Springer-Verlag, 2004, pp. 138-152. - D. Reznik, E. Moshkovich, and J. F. Canny, "Building a universal planar manipulator," in
*Distributed Manipulation*, K. F. Bohringer and H. Choset, Eds., Norwell, MA: Kluwer Academic Publishers, 2000, pp. 147-171.

## Articles in journals or magazines

- A. Carle, M. J. Clancy, and J. F. Canny, "Working with pedagogical patterns in PACT: Initial applications and observations,"
*ACM SIGCSE Bulletin*, vol. 39, no. 1, pp. 238-242, March 2007. - J. F. Canny, "The future of human-computer interaction,"
*ACM Queue*, vol. 4, no. 6, pp. 24-32, July 2006. - Y. Duan, J. Wang, M. B. T. Kam, and J. F. Canny, "Privacy preserving link analysis on dynamic weighted graph,"
*Computational & Mathematical Organization Theory*, vol. 11, no. 2, pp. 141-159, July 2005. - J. F. Canny and E. Paulos, "Optimal probing strategies,"
*The International J. of Robotics Research*, vol. 20, no. 8, pp. 694-704, Aug. 2001. - E. Paulos and J. F. Canny, "Social tele-embodiment: Understanding presence,"
*Autonomous Robots*, vol. 11, no. 1, pp. 87-95, July 2001. - J. F. Canny and A. Agah, "Guest Editorial: Personal Robotics,"
*Autonomous Robots*, vol. 10, no. 2, pp. 131-134, March 2001. - J. F. Canny and I. Z. Emiris, "A subdivision-based algorithm for the sparse resultant,"
*J. ACM*, vol. 47, no. 3, pp. 417-451, May 2000. - K. Goldberg, B. V. Mirtich, Y. Zhuang, J. Craig, B. R. Carlisle, and J. F. Canny, "Part pose statistics: Estimators and experiments,"
*IEEE Trans. Robotics and Automation*, vol. 15, no. 5, pp. 849-857, Oct. 1999. - I. Z. Emiris and J. F. Canny, "Efficient incremental algorithms for the sparse resultant and the mixed volume,"
*J. Symbolic Computation*, vol. 20, no. 2, pp. 117-149, Aug. 1995. - J. F. Canny and M. C. Lin, "An opportunistic global path planner,"
*Algorithmica*, vol. 10, no. 2-4, pp. 102-120, Aug. 1993. - D. Manocha and J. F. Canny, "Multipolynomial resultant algorithms,"
*J. Symbolic Computation*, vol. 15, no. 2, pp. 99-122, Feb. 1993. [abstract] - J. F. Canny, "Generalized characteristic polynomials,"
*J. Symbolic Computation*, vol. 9, no. 3, pp. 241-250, March 1990. [abstract]

## Articles in conference proceedings

- Y. Duan and J. F. Canny, "Practical private computation and zero-knowledge tools for privacy-preserving distributed data mining," in
*Proc. 8th SIAM Intl. Conf. on Data Mining (SDM 2008)*, Philadelphia, PA: Society for Industrial and Applied Mathematics, 2008, pp. 265-276. - M. Kam, A. Agarwal, A. Kumar, S. Lal, A. Mathur, A. Tewari, and J. F. Canny, "Designing e-learning games for rural children in India: A format for balancing learning with fun," in
*Proc. 7th ACM Conf. on Designing Interactive Systems (DIS 2008)*, G. Marsden, I. Ladeira, and P. Kotze, Eds., New York, NY: The Association for Computing Machinery, Inc., 2008, pp. 58-67. - S. K. Agarwal, N. Rajput, J. F. Canny, and A. Lahiri Chavan, "IUI4DR: Intelligent user interfaces for developing regions (Workshop Overview)," in
*Proc. 13th Intl. Conf. on Intelligent User Interfaces (IUI 2008)*, J. Bradshaw, H. Lieberman, and S. Staab, Eds., New York, NY: The Association for Computing Machinery, Inc., 2008, pp. 437-437. - M. Kam, S. Bhagwani, A. Kumar, S. Lal, A. Mathur, A. Tewari, and J. F. Canny, "The social complexities of user-centered design in ICTD: Experiences from four schools in India's villages and slums," in
*Proc. 2nd IEEE/ACM Intl. Conf. on Information and Communication Technologies and Development (ICTD 2007)*, 2007, pp. 294-299. - M. kam, V. Rudraraju, A. Tewar, and J. F. Canny, "Mobile gaming with children in rural India: Contextual factors in the use of game design patterns," in
*Proc. 3rd Digital Games Research Association Intl. Conf. (DiGRA 2007): Situated Play*, Tampere, Finland: Digital Games Research Association, 2007, pp. 292-301. - Y. Duan and J. F. Canny, "Practical private computation of vector addition-based functions," in
*Proc. 26th Annual ACM Symp. on Principles of Distributed Computing (PODC '07)*, New York, NY: The Association for Computing Machinery, Inc., 2007, pp. 326-327. - D. L. Ramachandran, M. B. T. Kam, J. Chiu, J. F. Canny, and J. F. Frankel, "Social dynamics of early stage co-design in developing regions," in
*Proc. 2007 SIGCHI Conf. on Human Factors in Computing Systems (CHI '07)*, New York, NY: The Association for Computing Machinery, Inc., 2007, pp. 1087-1096. - M. B. T. Kam, D. L. Ramachandran, V. Devanathan, A. Tewari, and J. F. Canny, "Localized iterative design for language learning in underdeveloped regions: The PACE framework," in
*Proc. 2007 SIGCHI Conf. on Human Factors in Computing Systems (CHI '07)*, New York, NY: The Association for Computing Machinery, Inc., 2007, pp. 1097-1106. - Y. Duan and J. F. Canny, "Scalable secure bidirectional group communication," in
*Proc. 26th IEEE Intl. Conf. on Computer Communications (INFOCOM 2007)*, Piscataway, NJ: IEEE Press, 2007, pp. 875-883. - T. L. Rattenbury and J. F. Canny, "CAAD: An automatic task support system," in
*Proc. 2007 SIGCHI Conf. on Human Factors in Computing Systems (CHI '07)*, New York, NY: The Association for Computing Machinery, Inc., 2007, pp. 687-696. - D. T. Nguyen and J. F. Canny, "MultiView: Improving trust in group video conferencing through spatial faithfulness (Best Paper Prize)," in
*Proc. 2007 SIGCHI Conf. on Human Factors in Computing Systems (CHI '07)*, New York, NY: The Association for Computing Machinery, Inc., 2007, pp. 1465-1474. - Y. Duan, J. F. Canny, and J. Zhan, "Efficient privacy-preserving association rule mining: P4P style," in
*Proc. 1st IEEE Symp. on Computational Intelligence and Data Mining (CIDM 2007)*, Piscataway, NJ: IEEE Press, 2007, pp. 654-660. - A. Carle, M. J. Clancy, and J. F. Canny, "Working with pedagogical patterns in PACT: Initial applications and observations," in
*Proc. 38th SIGCSE Technical Symp. on Computer Science Education (SIGCSE 2007)*, I. Russell, S. Haller, J. D. Dougherty, S. Rodger, and G. Lewandowski, Eds., New York, NY: The Association for Computing Machinery, Inc., 2007, pp. 238-242. - Y. Duan and J. F. Canny, "From commodity to value: A privacy-preserving e-business architecture," in
*Proc. 2006 IEEE Intl. Conf. on e-Business Engineering (ICEBE '06)*, W. T. Tsai, J. Y. Chung, and M. Younas, Eds., Los Alamitos, CA: IEEE Computer Society, 2006, pp. 488-495. - Y. Duan and J. F. Canny, "From commodity to value: A privacy-preserving e-business architecture," in
*Proc. IEEE Intl. Conf. on e-Business Engineering (ICEBE 2006)*, Los Alamitos, CA: IEEE Computer Society, 2006, pp. 488-495. - J. Wang, S. Zhai, and J. F. Canny, "Camera phone based motion sensing: Interaction techniques, applications and performance study," in
*Proc. 19th Annual ACM Symp. on User Interface Software and Technology*, New York, NY: ACM Press, 2006, pp. 101-110. - A. Carle, J. F. Canny, and M. J. Clancy, "PACT: A Pattern-Annotated Course Tool," in
*Proc. World Conf. on Educational Multimedia, Hypermedia and Telecommunications 2006*, E. Pearson and P. Bohman, Eds., Vol. 2006, Chesapeake, VA: Association for the Advancement of Computing in Education, 2006, pp. 2054-2060. - Y. Duan and J. F. Canny, "Zero-knowledge test of vector equivalence and granulation of user data with privacy," in
*Proc. 2006 IEEE Intl. Conf. on Granular Computing (GrC 2006)*, Y. Q. Zhang and T. Y. Lin, Eds., Piscataway, NJ: IEEE Press, 2006, pp. 720-720. - J. Wang and J. F. Canny, "TinyMotion: Camera phone based interaction methods," in
*CHI '06 Extended Abstracts on Human Factors in Computing Systems*, New York, NY: The Association for Computing Machinery, Inc., 2006, pp. 339-344. - J. Wang and J. F. Canny, "End-user place annotation on mobile devices: A comparative study," in
*CHI '06 Extended Abstracts on Human Factors in Computing Systems*, New York, NY: The Association for Computing Machinery, Inc., 2006, pp. 1493-1498. - M. Davis, M. Smith, J. F. Canny, N. Good, S. King, and R. Janakiraman, "Towards context-aware face recognition," in
*Proc. 13th Annual ACM Intl. Conf. on Multimedia*, New York, NY: ACM Press, 2005, pp. 483-486. - M. Kam, D. L. Ramachandran, U. Sahni, and J. F. Canny, "Designing educational technology for developing regions: Some preliminary hypotheses," in
*Proc. 5th IEEE Intl. Conf. on Advanced Learning Technologies (ICALT 2005)*, P. Goodyear, D. G. Sampson, D. J. T. Yang, Kinshuk, T. Okamoto, R. Hartley, and N. S. Chen, Eds., Los Alamitos, CA: IEEE Computer Society, 2005, pp. 968-972. - D. T. Nguyen and J. F. Canny, "Multiview: Spatially faithful group video conferencing," in
*Proc. SIGCHI Conf. on Human Factors in Computing Systems (CHI '05)*, New York, NY: The Association for Computing Machinery, Inc., 2005, pp. 799-808. - M. B. T. Kam, J. Wang, A. Iles, E. Tse, J. Chiu, D. Glaser, O. Tarshish, and J. F. Canny, "Livenotes: A system for cooperative and augmented note-taking in lectures," in
*Proc. SIGCHI Conf. on Human Factors in Computing Systems (CHI '05)*, New York, NY: The Association for Computing Machinery, Inc., 2005, pp. 531-540. - J. F. Canny, "GaP: A factor model for discrete data," in
*Proc. 27th Annual ACM SIGIR Conf. on Research and Development in Information Retrieval (SIGIR 2004)*, New York, NY: The Association for Computing Machinery, Inc., 2004, pp. 122-129. - J. Wang and J. F. Canny, "FingerSense: Augmenting expressiveness to physical pushing button by fingertip identification," in
*CHI '04 Extended Abstracts on Human Factors in Computing Systems*, New York, NY: The Association for Computing Machinery, Inc., 2004, pp. 1267-1270. - D. C. Glaser, R. Tan, J. F. Canny, and E. Y. L. Do, "Developing architectural lighting representations," in
*Proc. IEEE Symp. on Infomation Visualization 2003 (INFOVIS 2003)*, T. Munzner and S. North, Eds., Piscataway, NJ: IEEE Press, 2003, pp. 241-248. - F. A. Barrientos and J. F. Canny, "Cursive: Controlling expressive avatar gesture using pen gesture," in
*Proc. 4th Intl. Conf. on Collaborative Virtual Environments (CVE '02)*, W. Broll, C. Greenhalgh, and E. F. Churchill, Eds., New York, NY: The Association for Computing Machinery, Inc., 2002, pp. 113-119. - J. F. Canny, "Collaborative filtering with privacy via factor analysis," in
*Proc. 25th Annual ACM SIGIR Conf. on Research and Development in Information Retrieval (SIGIR 2002)*, New York, NY: The Association for Computing Machinery, Inc., 2002, pp. 238-245. - J. F. Canny, "Collaborative filtering with privacy," in
*Proc. 2002 IEEE Symp. on Security and Privacy*, Los Alamitos, CA: IEEE Computer Society Press, 2002, pp. 45-57. - A. Iles, D. C. Glaser, M. Kam, and J. F. Canny, "Learning via distributed dialogue: Livenotes and handheld wireless technology," in
*Proc. Computer Support for Collaborative Learning (CSCL 2002): Foundations for a CSCL Community*, G. Stahl, Ed., Hillsdale, NJ: Lawrence Erlbaum Associates, Inc., 2002, pp. 408-416. - D. S. Reznik, J. F. Canny, and N. Alldrin, "Leaving on a jet plane," in
*Proc. 2001 IEEE/RSJ Intl. Conf. on Intelligent Robots and Systems (IROS '01)*, Vol. 1, Piscataway, NJ: IEEE Press, 2001, pp. 202-207. - F. A. Barrientos and J. F. Canny, "Cursive: A novel interaction technique for controlling expressive avatar gesture," in
*Proc. 14th Annual ACM Symp. on User Interface Software and Technology (USIT '01)*, New York, NY: The Association for Computing Machinery, Inc., 2001, pp. 151-152. - J. B. Connell, G. A. Mendelsohn, R. W. Robins, and J. F. Canny, "Effects of communication medium on interpersonal perceptions: Don't hang up on the telephone yet!," in
*Proc. 2001 Intl. ACM SIGGROUP Conf. on Supporting Group Work (GROUP 2001)*, C. Ellis and I. Zigurs, Eds., New York, NY: The Association for Computing Machinery, Inc., 2001, pp. 117-124. - D. S. Reznik and J. F. Canny, "C'mon part, do the local motion!," in
*Proc. 2001 IEEE Intl. Conf. on Robotics and Automation*, Vol. 3, Piscataway, NJ: IEEE Society Press, 2001, pp. 2235-2242. - Y. Zhuang and J. F. Canny, "Haptic interaction with global deformations," in
*Proc. 2000 IEEE Intl. Robotics and Automation Conf. (ICRA '00)*, Vol. 3, Piscataway, NJ: IEEE Press, 2000, pp. 2428-2433. - Y. Zhuang and J. F. Canny, "Real-time global deformations," in
*New Directions in Algorithmic and Computational Robotics: Proc. 4th Intl. Workshop on Algorithmic Foundations of Robotics (WAFR 2000)*, B. R. Donald, K. M. Lynch, and D. Rus, Eds., Natick, MA: A K Peters, Ltd., 2000, pp. 97-107. - M. C. Lin and J. F. Canny, "A fast algorithm for incremental distance calculation," in
*Proc. 1991 IEEE Intl. Conf. on Robotics and Automation*, Vol. 2, Los Alamitos, CA: IEEE Computer Society Press, 1991, pp. 1008-1014. - J. F. Canny, E. Kaltofen, and L. Yagati, "Solving systems of nonlinear polynomial equations faster," in
*Proc. ACM-SIGSAM 1989 Intl. Symp. on Symbolic and Algebraic Computation*, G. H. Gonnet, Ed., New York, NY: ACM Press, 1989, pp. 121-128. - Z. Li, J. F. Canny, and S. S. Sastry, "On motion planning for dextrous manipulation. I. The problem formulation," in
*Proc. 1989 Intl. Conf. on Robotics and Automation (ICRA '89)*, Washington, DC: IEEE Computer Society, 1989, pp. 775-780. - J. F. Canny, "2002 AAAI Classic Paper Award winner: A variational approach to edge detection," in
*Proc. 3rd Natl. Conf. on Artificial Intelligence (AAAI-83)*, M. R. Genesereth, Ed., Cambridge, MA: AAAI Press/MIT Press, 1983, pp. 54-58.

## Technical Reports

- A. R. Chang and J. F. Canny, "Illuminac: Simultaneous Naming and Configuration for Workspace Lighting Control," EECS Department, University of California, Berkeley, Tech. Rep. UCB/EECS-2008-119, Sep. 2008. [abstract]
- J. F. Canny and T. L. Rattenbury, "A Dynamic Topic Model for Document Segmentation," EECS Department, University of California, Berkeley, Tech. Rep. UCB/EECS-2006-161, Dec. 2006. [abstract]
- R. Aipperspach, T. L. Rattenbury, A. Woodruff, K. Anderson, J. F. Canny, and P. Aoki, "Ethno-Mining: Integrating Numbers and Words from the Ground Up," EECS Department, University of California, Berkeley, Tech. Rep. UCB/EECS-2006-125, Oct. 2006. [abstract]
- J. F. Canny and Y. Duan, "Practical Private Computation of Vector Addition-Based Functions or: Can Privacy be for Free?," EECS Department, University of California, Berkeley, Tech. Rep. UCB/EECS-2006-12, Feb. 2006. [abstract]
- I. Z. Emiris and J. F. Canny, "Efficient Incremental Algorithms for the Sparse Resultant and the Mixed Volume," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-94-839, July 1994. [abstract]
- B. Mirtich and J. F. Canny, "Impulse-based Dynamic Simulation," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-94-815, June 1994. [abstract]
- D. Manocha and J. F. Canny, "MultiPolynomial Resultant Algorithms," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-91-632, May 1991. [abstract]
- D. Manocha and J. F. Canny, "Implicitizing Rational Parametric Surfaces," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-90-592, Sep. 1990. [abstract]
- D. Manocha and J. F. Canny, "Rational Curves with Polynomial Parameterization," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-90-560, Feb. 1990. [abstract]
- D. Manocha and J. F. Canny, "Detecting Cusps and Inflection Points in Curves," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-89-549, Jan. 1990. [abstract]
- Z. Li and J. F. Canny, "Robot Motion Planning with Nonholonomic Constraints," EECS Department, University of California, Berkeley, Tech. Rep. UCB/ERL M89/13, 1989.
- Z. Li, J. F. Canny, and S. S. Sastry, "On Motion Planning for Dexterous Manipulation, Part I: The Problem Formulation," EECS Department, University of California, Berkeley, Tech. Rep. UCB/ERL M89/12, 1989.
- Z. Gigus, J. F. Canny, and R. Seidel, "Efficiently Computing and Representing Aspect Graphs of Polyhedral Objects," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-88-432, Aug. 1988. [abstract]
- J. F. Canny, "Some Algebraic and Geometric Computations in PSPACE," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-88-439, Aug. 1988. [abstract]
- J. F. Canny, "Generalized Characteristic Polynomials," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-88-440, Aug. 1988. [abstract]

## Patents

- R. C. Brost, K. Y. Goldberg, J. Canny, and A. S. Wallack, "Processor and method for developing a set of admissible fixture designs for a workpiece," U.S. Patent 5,856,924. Jan. 1999.
- R. C. Brost, K. Y. Goldberg, A. S. Wallack, and J. Canny, "Processor and method for developing a set of admissible fixture designs for a workpiece," U.S. Patent 5,546,314. Aug. 1996.

## Ph.D. Theses

- H. Zhao and J. F. Canny, "High Performance Machine Learning through Codesign and Rooflining," EECS Department, University of California, Berkeley, Tech. Rep. UCB/EECS-2014-169, Sep. 2014. [abstract]
- T. L. Rattenbury and J. F. Canny, "An Activity Based Approach to Context-Aware Computing," EECS Department, University of California, Berkeley, Tech. Rep. UCB/EECS-2008-163, Dec. 2008. [abstract]

## Masters Reports

- D. Cheng and J. F. Canny, "Optimizing Random Forests on GPU," EECS Department, University of California, Berkeley, Tech. Rep. UCB/EECS-2014-205, Dec. 2014. [abstract]
- S. Rogers, D. Garcia, J. F. Canny, S. Tang, and D. Kang, "ACES: Automatic Evaluation of Coding Style," EECS Department, University of California, Berkeley, Tech. Rep. UCB/EECS-2014-77, May 2014. [abstract]
- H. Zhao and J. F. Canny, "Communication-Efficient Distributed Stochastic Gradient Descent with Butterfly Mixing," EECS Department, University of California, Berkeley, Tech. Rep. UCB/EECS-2012-96, May 2012. [abstract]