Mahsereci, Maren

5 publications

TMLR 2025 Connecting Parameter Magnitudes and Hessian Eigenspaces at Scale Using Sketched Methods Andres Fernandez, Frank Schneider, Maren Mahsereci, Philipp Hennig

ICMLW 2021 Dynamic Pruning of a Neural Network via Gradient Signal-to-Noise Ratio Julien Niklas Siems, Aaron Klein, Cedric Archambeau, Maren Mahsereci

UAI 2019 Active Multi-Information Source Bayesian Quadrature Alexandra Gessner, Javier Gonzalez, Maren Mahsereci

JMLR 2017 Probabilistic Line Searches for Stochastic Optimization Maren Mahsereci, Philipp Hennig

NeurIPS 2015 Probabilistic Line Searches for Stochastic Optimization Maren Mahsereci, Philipp Hennig