Papers
Information Directed Sampling and Bandits with Heteroscedastic Noise
Johannes Kirschner, Andreas Krause
Online Variance Reduction for Stochastic Optimization
Zalan Borsos, Andreas Krause, Kfir Y. Levy
Underdamped Langevin MCMC: A non-asymptotic analysis
Xiang Cheng, Niladri S. Chatterji, Peter L. Bartlett et al.
Size-Independent Sample Complexity of Neural Networks
Noah Golowich, Alexander Rakhlin, Ohad Shamir
Exponential Convergence of Testing Error for Stochastic Gradient Methods
Loucas Pillaud-Vivien, Alessandro Rudi, Francis Bach
A Faster Approximation Algorithm for the Gibbs Partition Function
Vladimir Kolmogorov
Actively Avoiding Nonsense in Generative Models
Steve Hanneke, Adam Tauman Kalai, Gautam Kamath et al.
Logistic Regression: The Importance of Being Improper
Dylan J. Foster, Satyen Kale, Haipeng Luo et al.
Reducibility and Computational Lower Bounds for Problems with Planted Sparse Structure
Matthew Brennan, Guy Bresler, Wasim Huleihel
Algorithmic Regularization in Over-parameterized Matrix Sensing and Neural Networks with Quadratic Activations
Yuanzhi Li, Tengyu Ma, Hongyang Zhang
Conference on Learning Theory 2018: Preface
Sébastien Bubeck, Philippe Rigollet
German Dialect Identification Using Classifier Ensembles
Alina Maria Ciobanu, Shervin Malmasi, Liviu P. Dinu
A Neural Approach to Language Variety Translation
Marta R. Costa-jussà, Marcos Zampieri, Santanu Pal
Deep Models for Arabic Dialect Identification on Benchmarked Data
Mohamed Elaraby, Muhammad Abdul-Mageed
HeLI-based Experiments in Swiss German Dialect Identification
Tommi Jauhiainen, Heidi Jauhiainen, Krister Lindén
When Simple n-gram Models Outperform Syntactic Approaches: Discriminating between Dutch and Flemish
Martin Kroon, Masha Medvedeva, Barbara Plank
Using Neural Transfer Learning for Morpho-syntactic Tagging of South-Slavic Languages Tweets
Sara Meftah, Nasredine Semmar, Fatiha Sadat et al.
STEVENDU2018’s system in VarDial 2018: Discriminating between Dutch and Flemish in Subtitles
Steven Du, Yuan Yuan Wang
Twist Bytes - German Dialect Identification with Data Mining Optimization
Fernando Benites, Ralf Grubenmann, Pius von Däniken et al.
Birzeit Arabic Dialect Identification System for the 2018 VarDial Challenge
Rabee Naser, Abualsoud Hanani
Identification of Differences between Dutch Language Varieties with the VarDial2018 Dutch-Flemish Subtitle Data
Hans van Halteren, Nelleke Oostdijk
Exploring Classifier Combinations for Language Variety Identification
Tim Kreutz, Walter Daelemans
IIT (BHU) System for Indo-Aryan Language Identification (ILI) at VarDial 2018
Divyanshu Gupta, Gourav Dhakad, Jayprakash Gupta et al.
Discriminating between Indo-Aryan Languages Using SVM Ensembles
Alina Maria Ciobanu, Marcos Zampieri, Shervin Malmasi et al.