Berlin-Bielefeld-Paris Workshop on Early Stopping
April 13-14, 2023 in Berlin
Organisers
Gilles Blanchard (Université Paris-Saclay)
Alain Celisse (Université Paris 1 Panthéon-Sorbonne)
Markus Reiß (Humboldt-Universität zu Berlin)
Martin Wahl (Universität Bielefeld)
Venue
Erwin-Schrödinger-Zentrum
Room 1'303
Rudower Chaussee 26, 12489 Berlin
Hotel
Airporthotel Berlin-Adlershof
Rudower Chaussee 14
12489 Berlin
Programme
Thursday, April 13
09:00-09:50 |
Patrick Rebeschini Implicit regularization in statistical learning: An overview |
09:50-10:20 |
Coffee Break |
10:20-11:10 |
Bernhard Stankewitz Early stopping for $L^{2}$-boosting in sparse high-dimensional linear models |
11:10-12:00 |
Alain Celisse Early stopping and regularization by projection for spectral filter estimators |
12:00-14:00 | Lunch Break |
14:00-14:50 |
Garvesh Raskutti Early stopping and regularization: From kernel methods to variable importance in neural networks |
14:50-15:30 |
Coffee Break |
15:30-16:20 |
Sylvain Arlot Cross-validation for estimator selection |
16:20-17:00 |
Perspectives |
18:30- |
Workshop Dinner |
Friday, April 14
09:00-09:50 |
Laura Hucker and Markus Reiß Early stopping for conjugate gradients in statistical inverse problems |
09:50-10:40 |
Tim Jahn Early stopping of untrained convolutional networks |
10:40-11:10 | Coffee Break |
11:10-12:00 |
Nicole Mücke Learning linear operators: Infinite-dimensional regression as a well-behaved non-compact inverse problem |
12:00-13:00 |
Lunch |
Dinner
Transit
Sonntagstraße 28,
10245 Berlin
Participants
Interested researchers are welcome to participate. Due to restricted capacities registration by email to martin.wahl@math.hu-berlin.de is mandatory.
Contact
martin.wahl (at) math.hu-berlin.de