Naftali (Tali)
Tishby נפתלי
תשבי
Email: tishby@cs.huji.ac.il Office phone: +972-2-65-84167, Fax:
+972-2-658-6440
Office Hours: Ross 214. Sunday, 14:00-15:00 or by appointment. Short Bio CV Publications
כתבות
והרצאות
לציבור הרחב:
“Real progress does not come from new answers to old questions, but
from entirely different questions…”
Judge of a man by his questions rather than by his answers. Voltaire
French author, humanist, rationalist,
& satirist (1694 - 1778)
Machine Learning and
Computational Biophysics
The
interface between computer science, physics, and biology provides some of the
most challenging problems in today’s science and technology. We focus on
organizing computational principles that govern information processing
in biology, at all levels. To this end, we employ and develop methods that stem
from statistical physics, information theory and computational learning theory,
to analyze biological data and develop biologically inspired algorithms that
can account for the observed performance of biological systems. We hope to find
simple yet powerful computational mechanisms that may characterize evolved and
adaptive systems, from the molecular level to the whole computational brain and
interacting populations. An example is
the Information
Bottleneck method that provides a general principle for extracting relevant
structure in multivariate data, characterizes complex processes, and suggests a
general approach for understanding optimal adaptive biological behavior.
The
learning club
Ross building, rooms 59-63, phone: +972-2-65-85775
Recently Organized workshops and
conferences:
Current students and lab members:
Past students and postdocs:
My Courses:
- Introduction to Linear Systems, 67310
(Yevgeny Seldin, spring 2009).
- Principled models of Perception-Action-Cycles 76911
(Spring 2009).
- Machine learning seminar 67168
(2009-10).
- Dynamical Systems
and Control, 76929 (Fall 2009).
- Introduction
to Information Processing and Learning, 76915 (Ben Engelhard, Spring 2008).
- Intro to Information Theory 67548
(Talya Meltzer, spring 2006)
- Statistical and Computational
Learning Theory, 67583 (Ofer Dekel, spring 2006).
- Workshop in Neural
Coding (For ICNC students – with data) 76928.
- Introduction to Digital Signal
Processing, 67567 (Shai Shalev Shwartz, fall).
- The
learning club
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