Preliminary program
Wednesday April 20th 2016
Tutorial on Conformal Prediction
|
Time |
Speaker |
Title |
|
9:00 – 9:30 |
Access to CIEMAT and registration |
|
|
9:30 – 10:00 |
Coffee |
|
|
10:00 – 10:15 |
Z. Luo / J.
Vega |
Welcome |
|
10:15 – 12:15 |
T. Löfstrom |
Tutorial:
Conformal Prediction 1 |
|
12:15 – 14:00 |
Lunch |
|
|
14:00 – 15:00 |
P. Toccaceli |
Tutorial:
Conformal prediction 2 (Probabilistic Prediction) |
|
15:00 – 15:30 |
Coffee break |
|
|
15:30 – 16:00 |
Visit to the TJ-II nuclear fusion device |
|
|
16:00 |
Adjourn |
|
Thursday April 21st 2016
Presentations and Invited Talk by Prof. V. Vapnik
|
Time |
Speaker |
Presentation |
|
7:45 – 8:30 |
Access to CIEMAT and registration |
|
|
8:30 – 8:35 |
A. Gammerman/
V. Vovk |
Welcome |
|
Session:
Applications of Conformal Prediction (1/3).
Chair: H.
Papadopoulos |
||
|
8:35 – 9:05 |
A. Murari, S. Talebzadeh, J. Vega, E. Peluso, M. Gelfusa, M. Lungaroni, P. Gaudio |
A Metric to
Improve the Robustness of Conformal Predictors in the Presence
of Error Bars |
|
9:05 – 9:35 |
R. Moreno, J. Vega, S. Dormido-Canto |
Conformal
Prediction of Disruptions from Scratch: Application to an ITER
Scenario |
|
Session:
Posters |
||
|
9:35 – 10:00 |
Poster presentations (5 minutes each) |
|
|
10:00 – 10:30 |
Coffee break |
|
|
Session:
Applications of Conformal Prediction (2/3).
Chair: H.
Papadopoulos |
||
|
10:30 – 11:00 |
H. Boström,
H. Linusson, T. Löfström, U. Johansson |
Evaluation of
a Variance-Based Nonconformity Measure
for Regression Forests |
|
11:00 – 11:30 |
S. Zhou, E.
Smirnov, G. Schoenmakers, R. Peeters |
Decision
Trees for Instance Transfer |
|
11:30 – 12:00 |
P. Toccaceli,
I. Nouretdinov, A. Gammerman |
Conformal
Predictors for Compound Activity Prediction |
|
12:00 – 14:00 |
Lunch |
|
|
Session:
Alexey Chervonenkis Memorial Lecture.
Chair: A. Gammerman |
||
|
14:00 – 15:30 |
V. Vapnik |
Learning with
Intelligent Teacher |
|
15:30 – 16:00 |
Coffee break |
|
|
16:00 – 16:15 |
Group photo |
|
|
Session:
Applications of Conformal Prediction (3/3).
Chair: H.
Papadopoulos |
||
|
16:15 – 16:45 |
G. Cherubin,
I. Nouretdinov |
Hidden Markov
Models with Confidence |
|
16:45 – 17:15 |
A. Lambrou,
H. Papadopoulos |
Binary
Relevance Multi-label Conformal Predictor |
|
17:15 |
Adjourn |
|
|
21:00 |
Symposium dinner |
|
Friday April 22nd 2016
Presentations and Invited Industry Talk
|
Time |
Speaker |
Presentation |
|
Session:
Theory of Conformal Prediction.
Chair: H. Boström |
||
|
9:00 – 9:30 |
V. Vovk, V.
Fedorova, I. Nouretdinov,
A. Gammerman |
Criteria of
Efficiency for Conformal Prediction |
|
9:30 – 10:00 |
V. Vovk, D.
Pavlovic |
Universal
Probability-Free Conformal Prediction |
|
10:00 – 10:30 |
Coffee break |
|
|
10:30 – 11:15 |
Visit to the TJ-II nuclear fusion device |
|
|
Invited
presentation.
Chair: J. Vega |
||
|
11:15 – 12:00 |
L. Carlsson,
E. Ahlberg, O. Hammar, C. Bendtsen |
Using
Cross-Conformal Prediction to Prioritize Molecules for
Experimental Testing |
|
12:00 – 13:30 |
Lunch |
|
|
Session:
Machine learning. Chair:
E. Burnaev |
||
|
13:30 – 14:00 |
A. Zaytsev |
Variable
Fidelity Regression Using Low Fidelity Function Blackbox and
Sparsification |
|
14:00 – 14:30 |
E. Burnaev,
I. Panin, B. Sudret |
Effective
Design for Sobol Indices Estimation Based on Polynomial Chaos
Expansions |
|
14:30 – 15:00 |
S. Ghassem
Pour, F. Girosi |
Joint
Prediction of Chronic Conditions Onset: Comparing Multivariate
Probits with Multiclass Support Vector Machines |
|
15:00 – 15:30 |
Coffee break |
|
|
15:30 – 16:00 |
A. V.
Moldavskaya, V. M. Ruvinskaya, E. L. Berkovich |
Method of
Learning Malware Behaviour Scripts by Sequential Pattern Mining |
|
16:00 – 16:30 |
A. Kuleshov,
A. Bernstein |
Extended
Regression on Manifolds Estimation |
|
16:30 |
A. Gammerman
/ Z. Luo /J. Vega |
End of
meeting |
Sponsors:
