Teaching

Service

699 and 499 are offered EVERY SEMESTER.

Office hours: Friday 2-3, and by appointment.

Spring 2017

ICS 636 Information Theory in Machine Learning

ICS 435 Machine Learning Fundamentals

Fall 2016

ICS 635 Machine Learning

ICS 101 Tools for the Information Age

Spring 2016

ICS 101 Tools for the Information Age

ICS 141 Discrete Mathematics

Fall 2015

ICS 636 Information Theory in Machine Learning

ICS 141 Discrete Mathematics

Spring 2015

ICS 101 Tools for the Information Age

Fall 2014

ICS 101 Tools for the Information Age

Spring 2014

ICS 141 Discrete Mathematics

ICS 101 Tools for the Information Age

Spring 2012

ICS 635 Machine Learning

ICS 141 Discrete Mathematics

Fall 2011

ICS 691 Applications of Machine Learning

ICS 141 Discrete Mathematics

Spring 2011

ICS 435 Machine Learning Fundamentals

ICS 141 Discrete Mathematics

Fall 2010

ICS 691 Advanced Topics in Robotics

ICS 141 Discrete Mathematics

Spring 2010

ICS 635 Machine Learning

ICS 141 Discrete Mathematics

Fall 2009

ICS 141 Discrete Mathematics

Spring 2009

ICS 636 Information Theory in Machine Learning

ICS 141 Discrete Mathematics

Fall 2008

ICS 635 Machine Learning

Spring 2008

ICS 491 Neuroinformatics and Machine Learning: From synapses to algorithms. An Introduction.

ICS 141 Discrete Mathematics

Spring 2007

ICS 635 Computational Intelligence / Machine Learning

Fall 2006

ICS 691 Machine Learning

Spring 2005

ICS 691 Bioinformatics, Machine Learning and Quantitative Biology

SYLLABI FOR: ICS 141 Discrete Mathematics, ICS 435 Machine Learning Fundamentals, ICS 635 Machine Learning, ICS 636 Information Theory in Machine Learning.

- (AY 2016/17) (planned) Excellence in Teaching Committee (Chair)

- (AY 2015/16) Search Advisory Committee for the Dean of the College of Natural Sciences (CNS)
- (AY 2015/16) HHMI 2017 Undergraduate Science Ed Grant: Working Group no.2 (“killer" courses)
- (AY 2015/16) CNS Interim Associate Dean Search Committee
- (AY 2009/10) Foundations FS (focus on symbolic reasoning) Working
Group

- (AY 2015/16) DPC Chair for contract renewal cases

- DPC
- Curriculum committee
- Hiring
committee

- Graduate committee
- Space
and
infrastructure committee

- ICS basic math education working group

- Lisa Miller, ICS
- Elan Stopnitzky, Physics

- (2016) Pardis Niknejadi, Physics
- (2016) Jonathan Page, Economics

- (2010) Christopher Hamilton, Geophysics
- (2010) Hunter Hatfield, Linguistics

Reviewing:

- Advances in Complex Systems
- CHAOS
- Computer Vision and Pattern Recognition
- European Biophysical Journal (EBJ)
- Entropy
- IEEE Robotics and Automation Letters
- IEEE Transactions on Neural Networks and Learning Systems IEEE Transactions on Knowledge and Data Engineering
- Neural Computation
- Journal of Banking and Finance
- Physical Review Letters (PRL)
- Physical Review E
- Proceedings of the National Academy of Sciences (PNAS)
- Transactions on Pattern Analysis and Machine Intelligence
- Transactions on Knowledge and Data Engineering

Proposal reviewing: National Science Foundation (NSF), Panelist

Conference Organization: Modeling Neural Activity (MONA): Statistics, Dynamical Systems and Networks, Lihue, HI, June 26-28, 2013. Local Chair. (NSF sponsored)