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NIPS*2001
Neural Information Processing Systems: Natural and Synthetic
Monday, Dec. 3 -- Saturday, Dec. 8, 2001
Vancouver, British Columbia, Canada
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This is the fifteenth meeting of an interdisciplinary conference
which brings together cognitive scientists, computer scientists,
engineers, neuroscientists, physicists, statisticians, and
mathematicians interested in all aspects of neural processing and
computation. The conference will include invited talks as well as
oral and poster presentations of refereed papers. The conference is
single track and is highly selective. Preceding the main session,
there will be one day of tutorial presentations (Dec. 3), and following
it there will be two days of focused workshops on topical issues at Whistler,
a nearby ski area (Dec. 7-8).
All NIPS papers are
available online.
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Click to download the
NIPS brochure [pdf], which contains all the official information for NIPS,
including the registration form.
Check out the cool new
NIPS poster [pdf].
Online registration
is now closed (as of 11/28 5pm PST). Registration must now
be done at the conference.
NOTE: For the first time, NIPS will be held in
Vancouver, British Columbia, Canada.
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Overview
Tutorials:
Monday, December 3
8:00 am - 6:00 pm Registration
9:30 am - 5:30 pm Tutorials
7:00 pm - 10:00 pm Conference Banquet
Conference:
Tuesday, December 4 & Wednesday, December 5
8:00 am - 6:00 pm Registration
8:30 am - 12:00 pm Sessions
2:00 pm - 5:15 pm Sessions
10:00 am - 6:00 pm Poster Setup and Preview
7:30 pm - 10:30 pm Poster Session
Thursday, December 6
8:30 am - 12:00 pm Sessions
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Workshops:
Thursday, December 6
2:00 pm - 3:30 pm Buses Depart for Workshops
6:30 pm - 8:30 pm Welcoming Reception and Registration at Delta Whistler
Friday, December 7
7:00 am - 11:00 am Registration
7:30 am - 10:30 am Workshop Sessions
4:00 pm - 7:00 pm Workshop Sessions
Saturday, December 8
7:30 am - 10:30 am Workshop Sessions
4:00 pm - 7:00 pm Workshop Sessions
7:30 pm - 10:30 pm Banquet & Wrap Up Meeting
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Click to see the
full NIPS*2001 program.
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Tutorials
Tutorials this year will be:
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Luc Devroye, McGill University --
Nonparametric density estimation: VC to the rescue
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Daphne Koller,
Stanford, &
Nir Friedman,
Hebrew University --
Learning Bayesian networks from data
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Shawn Lockery, University of Oregon --
Why the worm turns: How to analyze the behavior of an
animal and model its neuronal basis
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Christopher Manning, Stanford --
Probabilistic linguistics and probabilistic
models of natural language processing
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Bernhard Scholkopf, Biowulf Technologies and Max-Planck-Institute for
Biological Cybernetics -- SVM and Kernel methods
- Sebastian Thrun,
Carnegie Mellon University --
Probabilistic robotics
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Invited Speakers
Invited speakers this year will be:
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Barbara Finlay, Departments of Psychology, and Neurobiology and
Behavior, Cornell University -- How brains evolve, and the consequences for
computation
- Alison Gopnik,
Department of Psychology, University of
California at Berkeley -- Babies and Bayes-nets: Causal inference and
theory-formation in children, chimps, scientists and computers
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Jon M. Kleinberg, Department of Computer
Science, Cornell University -- Decentralized network algorithms: Small-world
phenomena and the dynamics of information
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Tom Knight, Artificial Intelligence
Laboratory, MIT -- Computing with Life
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Judea Pearl, Department of
Computer Science, UCLA -- Causal inference as an exercise in computational
learning
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Shihab Shamma, Department of Electrical
Engineering, University of Maryland -- Common principles in auditory and
visual processing
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Workshops
Workshops following the main NIPS conference provide multi-track
intensive sessions on topics ranging from computational learning
theory to experimental neuroscience. The venue and schedule
facilitate interaction, informality, and depth.
(List subject to change. Titles abbreviated. Not all co-organizers
listed. Workshops will have home pages maintained by their
organizers, to which links continue to be provided.)
The workshop sessions will end with a banquet on Saturday evening,
December 8, 2001.
CANCELLED: Quantum Neural Computing,
Preference Elicitation,
Artificial Neural Networks in Safety-Related Areas,
Knowledge Representation in Meta-Learning
2-Day Workshops (Friday, Dec 7th and Saturday, Dec 8th):
Friday, December 7th:
Saturday, December 8th:
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Dates, Locations, and Hotels
Please note that all hotel rates are listed in Canadian dollars. The
approximate rate in US dollars is indicated in parentheses. The
conversion rate at the time of the preparation of this brochure:
1.55707. Local taxes of 17% will be added to all quoted hotel
rates. When making your hotel reservations, be sure to mention that
you are a NIPS*2001 participant to receive the special
group rate. Attendees are strongly encouraged to make their hotel
reservations before the specified cutoff date for each hotel, as rooms
are in high demand during this period and likely to be sold out
afterwards, particularly for the workshops at Whistler.
Tutorials: December 3, 2001
Conference: December 4-6, 2001
The Conference and Tutorials will be held at the Hyatt Regency
Vancouver.
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Workshops: December 6-8, 2001
Accommodations are available at the Delta Whistler Resort and the
Crystal Lodge. Both are located just a short walking distance from
each other and from the Whistler Conference Center. Workshops will be
held at both the Delta Whistler Resort and the Whistler Conference
Center.
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Hyatt Regency Vancouver
The hotel is located in downtown Vancouver, overlooking a
mountain-rimmed harbor.
655 Burrard Street
Vancouver, British Columbia
Canada V6C 2R7
Online hotel reservations
604-639-4820 (reservation line)
604-639-4829 (reservation fax)
604-683-1234 (main hotel line)
Single/Double/Triple $129 (~$83 US)
Quadruple Occupancy $156 (~$100 US)
Daily Parking Fee $18.50 (~$12 US)
There will be an additional charge of $27 (~$17 US) per night for each
additional person. Maximum room occupancy is four persons. A credit
card or one night s room and tax pre-payment is needed to guarantee
room reservations. The hotel has a 24-hour cancellation policy. An
early departure fee of $75 (~$48 US) will be assessed if hotel is
given less than 24-hour notice. Rooms will be held at the special
NIPS*2001 rate until November 3, 2001. Beyond this date, the special
rate is subject to space availability.
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Delta Whistler Resort
The Delta Whistler Resort is located just next to the Conference Center and
the Crystal Lodge.
4050 Whistler Way
Whistler, British Columbia
Canada VON 1B4
800-515-4050 (reservation line)
800-268-1133 (central reservation line)
604-932-7332 (reservation fax)
604-932-1982 (main hotel line)
Reservations@deltawhistler.com
www.delta-whistler.com
Single/Double $149 (~$96 US)
Deluxe with Kitchenette $179 (~$115 US)
Junior Suite $389 (~$250 US)
Daily Parking Fee $14 (~$9 US)
Rates at the Delta Whistler Resort are per night for single or double
occupancy. There will be an additional charge of $30 (~$19 US) per
night for each additional person. Rooms will be held for NIPS*2001
participants at the special rate until November 6, 2001. After that
date, reservations will be accepted on a space-availability basis
only. Full payment is required seven days in advance at the Delta
Whistler Resort. There is no refund for early checkouts, late
check-ins, or no-shows. Cancellations within 14 days of arrival will
be charged for the full amount of the original reservation.
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Crystal Lodge
The Crystal Lodge is located just two-minutes walk from the Delta Whistler
Resort and the Conference Center.
4154 Village Green
Whistler, British Columbia
Canada VON 1B4
800-667-3363 (reservation line)
604-932-2221 (main hotel line)
604-932-2635 (hotel fax)
info@crystal-lodge.bc.ca
www.crystal-lodge.bc.ca
Single/Double Standard Two Persons $109 (~$71 US)
Single/Double Studio Two Persons $136 (~$88 US)
Loft Four Persons $154 (~$100 US)
Three-Bedroom Suite Six Persons $405 (~$263 US)
Daily Parking Fee $8 (~$5 US)
Rates are per night for single or double occupancy. There will be a
charge of $15 (~$10 US) per night for each additional person. The
Crystal Lodge requires full payment at the time of reservation. There
is no refund for early checkouts, late check-ins, or
no-shows. Cancellations received less than 30 days in advance of
reservation cannot be refunded. After that, reservations will be based
on availability and rates at that time; cancellation policies will
apply. Rooms will be held for NIPS participants at the special group
rate until November 9, 2001.
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Discount lift tickets, ski rentals and lessons at Whistler: Lift tickets
for the NIPS*2001 Workshops will be sold at a special group rate of
$44 (~$28 US) (plus 7% GST per adult day ticket). Rentals, retail
items, sightseeing tickets, and lessons will also be available at
discounts ranging from 5-10%. The special discount rates are available
for NIPS*2001 group members (including guests and family) and are only
available when purchasing tickets at the Conference registration desk
at the Delta Whistler Resort, during the opening night reception on
Thursday, December 6 and during Friday morning registration hours.
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Local Transportation Options
Vancouver International Airport is 13 miles from downtown Vancouver
and the trip takes approximately 30 minutes, depending on traffic. It
is possible to find a variety of means of transportation to downtown
Vancouver just outside of both the domestic and international
terminals. There is an AIRPORTER bus that leaves from these locations
every 15 minutes. The cost for bus service is $12 Canadian (~$8 US)
each way. You may phone for information or advance reservations at
1-604-273-8436. You may also take a taxi or limo for approximately
$20-$25 Canadian (~$13-16 US). Rental cars and vans are available from
car rental agencies that have offices at the airport. Note: Since most
means of transportation will accept either US or Canadian dollars or
credit cards, participants should be prepared to offer one of these
methods of payment for local transportation.
Driving instructions:
- Vancouver International Airport to Hyatt Regency: (Driving time:
~25-40 minutes) Take Grant McConnachie Way over the Arthur Laing
Bridge. Take the Granville Street Exit from bridge and continue
straight down Granville Street (approximately 60 blocks). Turn left
onto West 16th Avenue then turn right on Burrard Street. Continue down
Burrard Street and over the Burrard Street Bridge. Continue on Burrard
for approximately 8 blocks. You will see the Hyatt Regency Vancouver
on the left. Pull into the front of the hotel and have your car valet
parked or self-park.
- Hyatt Regency Vancouver to Whistler: (Driving time: ~2-2.5
hours) From the Hyatt Regency on Burrard, head South on Burrard and
turn right (West) on Georgia and follow it through Stanley Park and
over the Lions Gate Bridge. Exit west off/under the bridge and into
West Vancouver. Turn right on Taylor Way at Park Royal Shopping
Centre. Follow Taylor Way half-a-mile up the hill to the Highway 1
(Trans-Canada) overpass. Join Highway 1 Westbound until you reach the
junction with Highway 99 (Sea-to-Sky Highway). Exit right onto Highway
99. Follow this route for just over 100 kilometers along scenic Howe
Sound, past Squamish to Whistler.
- International Airport to Whistler: (Driving time: ~2.5 hours)
Take Grant McConnachie Way (the main route out of the Vancouver
International Airport) and over the Arthur Laing Bridge. Continue
straight over the bridge, stay in the right hand lane, which connects
to SW Marine Drive/Granville Street. Granville Street is a North-South
connector leading to the heart of downtown. Once across the Granville
Street Bridge, turn left onto Drake at the first set of lights. Turn
right on Hornby Street and continue on Hornby until you reach Georgia
Street. Turn left (West) on Georgia and follow it through Stanley Park
and over the Lions Gate Bridge. Exit West off/under the bridge and
into West Vancouver. Turn right on Taylor Way at Park Royal Shopping
Centre. Follow Taylor Way half-a-mile up the hill to Highway 1
(Trans-Canada) overpass. Join Highway 1 Westbound until you reach the
junction with Highway 99 (Sea-to-Sky Highway). Exit right on to
Highway 99. Follow this route for just over 100 kilometers along
scenic Howe Sound, past Squamish to Whistler.
Bus from Hyatt Regency Vancouver to Whistler: Buses will be
available to transport Conference participants from the Hyatt Regency
Vancover to Whistler. These buses will leave from the Hyatt Regency on
Thursday, December 6. Tickets may be purchased in advance on the
registration form on page 9 or at the Conference registration
desk.
Return Transportation from Whistler: Each participant must
make individual arrangements for the return from Whistler to the
Vancouver International Airport. Perimeter's Whistler Express picks up
at the Whistler Resort every 90 minutes beginning at 5:00 am and
ending at 6:00 pm. The rate for NIPS*2001 participants is $46 (~$29
US). Reservations are required for this return service. Remember to
identify yourself as a participant in the NIPS*2001 Conference to
receive the special group rate. Make reservations no later than 48
hours prior to departure time to reserve your space.
Phones: 1-877-317-7788 from US and Canada (Toll Free), 604-905-0041
from Whistler, 604-266-5386 from Vancouver. Reservations:
res@perimeterbus.com
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Meeting Registration
Registration for the Main Conference includes a Monday evening
welcoming banquet, continental breakfasts on Tuesday, Wednesday, and
Thursday morning, as well as a CD-ROM containing the NIPS*2001
Conference Proceedings. Workshop registration includes opening night
reception, Saturday evening banquet, and two full
breakfasts. Registration for tutorials and workshops is optional and
requires payment of a separate fee. A continental breakfast will be
provided for tutorial participants.
How to register for the conference: Before 11/28 you could
register online.
(Note: To protect credit card information, 128-bit encryption is being used.
Internet Explorer users who don't have 128-bit
encryption installed can download it from Windows Update or directly from
here.)
Registration may also be done by printing and completing the
registration form, which appears on page 9 of the
NIPS brochure [pdf]. Mail the completed form with full payment,
to: NIPS*2001, NIPS Foundation Office, c/o The Salk Institute - CNL,
10010 N. Torrey Pines Road, La Jolla, CA 92037 USA. You may also FAX the
registration form to 1-858-587-0417. Email:
info@nips.cc.
Payment:
Payments will be accepted in the form of check or money order made
payable to the Neural Information Processing Systems Conference or by
credit card (VISA or Mastercard). Payments must be in US dollars. When
registering on-line, credit card payments may be made via a secure
link. Registration will not be accepted without payment. Students will
be asked to provide valid student identification at the NIPS*2001
registration desk.
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: Cancellations must be received in
writing. Cancellations received by November 2 will receive a full
refund. Cancellations between November 3 and November 26 (inclusive),
will be subject to a $75 (US) cancellation fee. No refund will be
given for cancellations after November 26.
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Conference Proceedings
The NIPS*2001 Conference Proceedings, Advances in Neural Information
Processing Systems 14, edited by Thomas G. Dietterich, Sue Becker, and
Zoubin Ghahramani, will be available to Conference attendees in three
different formats. First, the complete Proceedings will be available
on-line through the NIPS web site. Second, a CD-ROM version of the
Proceedings will be mailed to each conference attendee in late Spring,
2002. Third, at their OPTION, attendees may purchase the Proceedings
in a two-volume soft-cover format for the special Conference rate of
$30 (US) by checking the appropriate box on the registration
form. This special reduced rate is available only if the purchase is
made before or during the Conference. After the Conference, copies of
the hardcopy Proceedings may be obtained through: MIT Press,
Five Cambridge Center, Cambridge, MA 02142-1493;
mitpress-orders@mit.edu;
MIT Press orderline at 1-800-356-0343.
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Organization
The NIPS*2001 Organizing Committee:
- General Chair: Tom Dietterich, Oregon State University
tgd@cs.orst.edu
- Program Chair: Sue Becker, McMaster University
becker@mcmaster.ca
- Publications Chair: Zoubin Ghahramani, University College London
zoubin@gatsby.ucl.ac.uk
- Tutorials Chair: Yoshua Bengio, University of Montreal
bengioy@IRO.UMontreal.CA
- Workshops Co-Chairs: Virginia de Sa, UC San Francisco
desa@phy.ucsf.edu,
Barak Pearlmutter, University of New Mexico
bap@cs.unm.edu
- Publicity Chair: Richard Zemel, University of Toronto
zemel@cs.toronto.edu
- Treasurer: Bartlett Mel, University of Southern California
mel@lnc.usc.edu
- Volunteers Director: Sidney Fels, University of British Columbia
ssfels@ece.ubc.ca
- Co-Webmasters: Alexander Gray, Carnegie Mellon University
agray+nips@cs.cmu.edu,
Xin Wang, Oregon State University
wangxi@cs.orst.edu
- Government Liaison: Gary Blasdel, Harvard Medical School
- Contracts: Steve Hanson, Rutgers University, Scott Kirkpatrick, IBM,
Gerry Tesauro, IBM
The NIPS*2001 Program Committee:
Sue Becker, McMaster University (chair);
Gert Cauwenberghs, Johns Hopkins University;
Bill Freeman, Mitsubishi Electric Research Lab;
Thomas Hofmann, Brown University;
Dan Lee, Bell Laboratories, Lucent Technologies;
Sridhar Mahadevan, University of Massachusetts, Amherst;
Marina Meila, University of Washington;
Klaus Mueller, GMD First, Berlin;
Klaus Obermeyer, TU Berlin;
Sam Roweis, Gatsby Computational Neuroscience Unit, UCL;
John Shawe-Taylor, Royal Holloway, University of London;
Josh Tenenbaum, Stanford University;
Volker Tresp, Siemens, Munich;
Richard Zemel, University of Toronto
Click for information on the
NIPS Foundation.
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Evan Greensmith, Peter L. Bartlett and Jonathan Baxter
Variance Reduction Techniques for Gradient Estimates in Reinforcement Learning
Odelia Schwartz, E.J. Chichilnisky, and Eero P. Simoncelli
Characterizing Neural Gain Control Using Spike-triggered Covariance
Martin Wainwright, T. Jaakkola, and A. Willsky
Tree-based Reparameterization for Approximate Estimation in Loopy Graphs
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