Title Event Type Date  

Adaptive Importance Sampling for accelerating the minimization of tail risks

Karthyek Rajhaa Annaswamy Murthy Singapore University of Technology and Design

TMLW02 Seminar 23 April 2024 – 09:45 to 10:30

Title TBC

Murat Erdogdu University of Toronto

TMLW02 Seminar 23 April 2024 – 11:00 to 11:45

Destruction of Anderson localization in nonlinear Schrödinger lattices with disorder

Alexander Milovanov ENEA C.R. Frascati; Max-Planck-Institut für Physik komplexer Systeme, Dresden

ADI Seminar 23 April 2024 – 11:30 to 12:30

Heavy Tail Phenomenon in Stochastic Gradient Descent 

Mert Gurbuzbalaban Rutgers, The State University of New Jersey

TMLW02 Seminar 23 April 2024 – 11:45 to 12:30

Subexponential lower bounds for f-ergodic Markov processes

Miha Bresar University of Warwick

TMLW02 Seminar 23 April 2024 – 14:30 to 15:15

Title TBC

Gareth Roberts University of Warwick

TMLW02 Seminar 23 April 2024 – 15:15 to 16:00

Destruction of Anderson localization in nonlinear Schrödinger lattices with disorder

Alexander Milovanov ENEA C.R. Frascati; Max-Planck-Institut für Physik komplexer Systeme, Dresden

ADI Seminar 23 April 2024 – 11:30 to 12:30

Heavy Tail Phenomenon in Stochastic Gradient Descent 

Mert Gurbuzbalaban Rutgers, The State University of New Jersey

TMLW02 Seminar 23 April 2024 – 11:45 to 12:30

Subexponential lower bounds for f-ergodic Markov processes

Miha Bresar University of Warwick

TMLW02 Seminar 23 April 2024 – 14:30 to 15:15

Title TBC

Gareth Roberts University of Warwick

TMLW02 Seminar 23 April 2024 – 15:15 to 16:00

About small jumps of Lévy processes: approximations and estimation

Ester Mariucci Université de Versailles Saint-Quentin-en-Yvelines

TMLW02 Seminar 24 April 2024 – 09:45 to 10:30

PCF-GAN: generating sequential data via the characteristic function of measures on the path space

Hao Ni University College London; The Alan Turing Institute

TMLW02 Seminar 24 April 2024 – 11:00 to 11:45

Learning Operators - Recent Advances

Nicole Mücke None / Other

TMLW02 Seminar 24 April 2024 – 11:45 to 12:30

Algorithmic stability for heavy-tailed SGD

Lingjiong Zhu Florida State University

TMLW02 Seminar 24 April 2024 – 14:30 to 15:15

Aggregating regularly varying vectors: phenomena of a few large jumps

Bikramjit Das Singapore University of Technology and Design

TMLW02 Seminar 24 April 2024 – 15:15 to 16:00

Sharp Characterization and Control of Global Dynamics of SGDs with Heavy Tails

Xingyu Wang Northwestern University

TMLW02 Seminar 25 April 2024 – 09:45 to 10:30

Stochastic Gradient Descent with Adaptive Data

Jing Dong Columbia University

TMLW02 Seminar 25 April 2024 – 11:00 to 11:45

Stochastic approximation with heavy tailed noise

Vivek Borkar Indian Institute of Technology Bombay

TMLW02 Seminar 25 April 2024 – 11:45 to 12:30

Quantitative and stable limits of high-frequency statistics of L\'evy processes: a Stein's method approach

Chiara Amorino Université du Luxembourg

TMLW02 Seminar 25 April 2024 – 14:30 to 15:15

Emergence of heavy tails in homogenised stochastic gradient descent

Martin Keller-ressel Technische Universität Dresden

TMLW02 Seminar 25 April 2024 – 15:15 to 16:00

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