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Old schedule
IAS machine learning reading club
13 May 2005, 1.00pm, F0.13---Jan Nunnink
Justifying multiply sectioned Bayesian networks,
Y. Xiang and V. Lesser, ICMAS'00.
29 April 2005, 1.00pm, F0.13---Taylan Cemgil
A Tutorial on the Cross-Entropy Method,
P.T. de Boer, D.P. Kroese, S. Mannor, R.Y. Rubinstein, 2004.
8 April 2005, 3.00pm, F2.07---Olaf Booij
The Analysis of a Probabilistic Approach to Nearest Neighbor Searching,
S. Maneewongvatana and D. M. Mount, WADS'01.
18 March 2005, 3.30pm, F2.47---Nikos Vlassis
A Sparse Sampling Algorithm for Near-Optimal Planning in Large Markov
Decision Processes,
M. Kearns, Y. Mansour, A.Y. Ng, IJCAI'99.
4 March 2005, 1pm, F2.47---Sjaak Verbeek
Robust Real-time Object Detection,
P. Viola, M. Jones, IJCV 57(2):137-154, 2004.
11 February 2005, 1pm, F0.09---Themis Panayiotopoulos (Guest speaker, Univ. of
Pireaeus)
Title of the talk: Intelligent Virtual Agents.
Synthetic Characters with Emotional States,
N. Avradinis, S. Vosinakis, T. Panayiotopoulos, LNAI, 3025, pp.505-514, 2004.
14 January 2005, 1pm, F2.47---Matthijs Spaan
Approximate Solutions for Partially Observable Stochastic Games with Common Payoffs,
R. Emery-Montemerlo, G. Gordon, J. Schneider, S. Thrun, AAMAS'04.
3 December 2004, 1pm, F2.47---Nikos Vlassis
Value-directed Compression of POMDPs,
P. Poupart, C. Boutilier, NIPS-15, 2003.
19 November 2004, 1pm, F2.47---Jelle Kok
Bellman Goes Relational,
K.Kersting, M.van Otterlo and L. De Raedt, ICML'04.
5 November 2004, 1pm, F2.47---Nikos Vlassis
Predictive Representations of State,
M.L. Littman, R.S. Sutton, and S. Singh, NIPS-14, 2002.
15 October 2004, 1pm, F2.47---Zoran Zivkovic,
Learning Flexible Sprites in Video Layers,
N. Jojic and B. Frey, CVPR'01.
1 October 2004, 1pm, F2.47---Sjaak Verbeek
Incremental Visual Tracking,
D. Ross, J. Lim, M.-H. Yang, ECCV'04.
24 June 2004, 2pm, F0.09---Bram Bakker
Finite-Sample Rates of Convergence for Q-Learning and Indirect Methods,
M. Kearns and S. Singh, NIPS'99.
10 June 2004, 2pm, F0.09---Wojciech Zajdel
Factor Graphs and the Sum-Product Algorithm,
F.R. Kschischang, B.J. Frey, H.-A. Loeliger, IEEE Trans. Inf. Theory
(2001). (Reading t/m p.503, sec.II)
29 Apr 2004, 2pm, F0.09---Zoran Zivkovic,
Recognition of Planar Object Classes,
M.C. Burl and P. Perona, ICCV'96.
16 Apr 2004, 3.30pm, F0.09---Gregor Pavlin
Efficient reasoning in qualitative probabilistic networks,
M. J. Druzdzel, AAAI'93.
24 Mar 2004, 2pm, F0.09---Nikos Vlassis
Model-Free Least-Squares Policy Iteration,
M.G. Lagoudakis and R. Parr, NIPS-14, 2002.
18 Feb 2004, 2pm, F0.09---Wojciech Zajdel
Hierarchical Topic Models and the Nested Chinese Restaurant Process,
D.M. Blei, T.L. Griffiths, M.I. Jordan, J.B. Tenenbaum.
NIPS-16, 2004.
30 Jan 2004, 2pm---Jelle Kok
Model based Bayesian Exploration,
R. Dearden, N. Friedman, D. Andre, UAI'99.
21 Nov 2003, 2pm, F0.09---Taylan Cemgil
Expectation Propagation for approximate Bayesian Inference,
T. Minka, UAI'01.
31 Oct 2003, 1.30-3pm, F0.09---Sjaak Verbeek
Multiple-cause vector quantization,
D. A. Ross and R. S. Zemel, NIPS'03.
16 Oct 2003, 1.30-3pm, F0.09---Matthijs Spaan
Point-based value iteration: An anytime algorithm for POMDPs,
J. Pineau, G. Gordon, and S. Thrun, IJCAI'03.
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