Aurelien Lucchi
机构: Assistant Professor, Department of Mathematics and Computer Science, University of Basel
主页: unibas.ch
每年引用次数
引用次数
引用: 18,622
H-指数: 42
I10-指数 : 72
出版物: 116
An Optimal Policy for Target Localization with Application to Electron Microscopy
Raphael Sznitman , Bruno Jedynak , Peter Frazier , Aurelien Lucchi
international conference on machine learning 28 ( 1) 1 -9
20
2013
Variance Reduced Stochastic Gradient Descent with Neighbors
Aurelien Lucchi , Brian McWilliams , Thomas Hofmann , Simon Lacoste-Julien
arXiv: Learning
143
2015
Sub-sampled Cubic Regularization for Non-convex Optimization
Aurelien Lucchi , Jonas Moritz Kohler
arXiv: Learning
137
2017
Learning Aerial Image Segmentation From Online Maps
Aurelien Lucchi , Konrad Schindler , Martin Jaggi , Thomas Hofmann
IEEE Transactions on Geoscience and Remote Sensing 55 ( 11) 6054 -6068
267
2017
Adversarially Robust Training through Structured Gradient Regularization
Sebastian Nowozin , Aurelien Lucchi , Thomas Hofmann , Kevin Roth
arXiv: Machine Learning
29
2018
Leveraging Large Amounts of Weakly Supervised Data for Multi-Language Sentiment Classification
Aliaksei Severyn , Aurelien Lucchi , Martin Jaggi , Thomas Hofmann
arXiv: Computation and Language
2017
Starting Small -- Learning with Adaptive Sample Sizes
Aurelien Lucchi , Thomas Hofmann , Hadi Daneshmand
arXiv: Learning
49
2016
Local Saddle Point Optimization: A Curvature Exploitation Approach
Aurelien Lucchi , Thomas Hofmann , Hadi Daneshmand , Leonard Adolphs
international conference on artificial intelligence and statistics 89 486 -495
104
2019
Adaptive Newton Method for Empirical Risk Minimization to Statistical Accuracy
Aryan Mokhtari , Aurelien Lucchi , Alejandro Ribeiro , Thomas Hofmann
neural information processing systems 29 4062 -4070
19
2016
Cosmological N-body simulations: a challenge for scalable generative models
Alexandre Réfrégier , Aurelien Lucchi , Nathanaël Perraudin , Thomas Hofmann
arXiv: Computational Physics
2019
A Domain Agnostic Measure for Monitoring and Evaluating GANs
Paulina Grnarova , Kfir Y Levy , Aurelien Lucchi , Nathanael Perraudin
neural information processing systems 32 12092 -12102
36
2019
Continuous-time Models for Stochastic Optimization Algorithms
Aurelien Lucchi , Antonio Orvieto
neural information processing systems 32 12589 -12601
7
2019
Shadowing Properties of Optimization Algorithms
Aurelien Lucchi , Antonio Orvieto
neural information processing systems 32 12671 -12671
8
2019
Ellipsoidal Trust Region Methods for Neural Network Training
Aurelien Lucchi , Jonas Kohler , Leonard Adolphs
2019
Controlling Style and Semantics in Weakly-Supervised Image Generation
Aurelien Lucchi , Thomas Hofmann , Dario Pavllo
arXiv: Computer Vision and Pattern Recognition
28
2019
A Continuous-time Perspective for Modeling Acceleration in Riemannian Optimization.
Aurelien Lucchi , Gary Becigneul , Antonio Orvieto , Foivos Alimisis
international conference on artificial intelligence and statistics 1297 -1307
41
2020
An Accelerated DFO Algorithm for Finite-sum Convex Functions
Aurelien Lucchi , Antonio Orvieto , Yuwen Chen
international conference on machine learning 1 1681 -1690
12
2020
Randomized Block-Diagonal Preconditioning for Parallel Learning
Aurelien Lucchi , Celestine Mendler-Dünner
arXiv: Learning
2020
Convolutional Generation of Textured 3D Meshes
Marie-Francine Moens , Aurelien Lucchi , Thomas Hofmann , Dario Pavllo
neural information processing systems 33 870 -882
2
2020
Fast cosmic web simulations with generative adversarial networks
Alexandre Réfrégier , Aurelien Lucchi , Thomas Hofmann , Adam Amara
Computational Astrophysics and Cosmology 5 ( 1) 4
109
2018