Ferenc Huszar

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 16

Top Topics

Recommender Systems

Delayed Feedback

Causal Structure

Top Venues

Publications

Royson Lee, Minyoung Kim, Da Li, Xinchi Qiu, Timothy M. Hospedales, Ferenc Huszar, Nicholas D. Lane
FedL2P: Federated Learning to Personalize. NeurIPS (2023)
Siyuan Guo, Viktor Tóth, Bernhard Schölkopf, Ferenc Huszar
Causal de Finetti: On the Identification of Invariant Causal Structure in Exchangeable Data. NeurIPS (2023)
Tomo Lazovich, Luca Belli, Aaron Gonzales, Amanda Bower, Uthaipon Tantipongpipat, Kristian Lum, Ferenc Huszar, Rumman Chowdhury
Measuring Disparate Outcomes of Content Recommendation Algorithms with Distributional Inequality Metrics. CoRR (2022)
Ted Moskovitz, Michael Arbel, Ferenc Huszar, Arthur Gretton
Efficient Wasserstein Natural Gradients for Reinforcement Learning. ICLR (2021)
Caojin Zhang, Yicun Liu, Yuanpu Xie, Sofia Ira Ktena, Alykhan Tejani, Akshay Gupta, Pranay Kumar Myana, Deepak Dilipkumar, Suvadip Paul, Ikuhiro Ihara, Prasang Upadhyaya, Ferenc Huszar, Wenzhe Shi
Model Size Reduction Using Frequency Based Double Hashing for Recommender Systems. RecSys (2020)
Ted Moskovitz, Michael Arbel, Ferenc Huszar, Arthur Gretton
Efficient Wasserstein Natural Gradients for Reinforcement Learning. CoRR (2020)
Dalin Guo, Sofia Ira Ktena, Pranay Kumar Myana, Ferenc Huszar, Wenzhe Shi, Alykhan Tejani, Michael Kneier, Sourav Das
Deep Bayesian Bandits: Exploring in Online Personalized Recommendations. RecSys (2020)
Caojin Zhang, Yicun Liu, Yuanpu Xie, Sofia Ira Ktena, Alykhan Tejani, Akshay Gupta, Pranay Kumar Myana, Deepak Dilipkumar, Suvadip Paul, Ikuhiro Ihara, Prasang Upadhyaya, Ferenc Huszar, Wenzhe Shi
Model Size Reduction Using Frequency Based Double Hashing for Recommender Systems. CoRR (2020)
Dalin Guo, Sofia Ira Ktena, Ferenc Huszar, Pranay Kumar Myana, Wenzhe Shi, Alykhan Tejani
Deep Bayesian Bandits: Exploring in Online Personalized Recommendations. CoRR (2020)
Sofia Ira Ktena, Alykhan Tejani, Lucas Theis, Pranay Kumar Myana, Deepak Dilipkumar, Ferenc Huszar, Steven Yoo, Wenzhe Shi
Addressing Delayed Feedback for Continuous Training with Neural Networks in CTR prediction. CoRR (2019)
Iryna Korshunova, Jonas Degrave, Ferenc Huszar, Yarin Gal, Arthur Gretton, Joni Dambre
BRUNO: A Deep Recurrent Model for Exchangeable Data. NeurIPS (2018)
Katherine Storrs, Sebastiaan Van Leuven, Steve Kojder, Lucas Theis, Ferenc Huszar
Adaptive Paired-Comparison Method for Subjective Video Quality Assessment on Mobile Devices. PCS (2018)
Christian Ledig, Lucas Theis, Ferenc Huszar, Jose Caballero, Andrew Cunningham, Alejandro Acosta, Andrew P. Aitken, Alykhan Tejani, Johannes Totz, Zehan Wang, Wenzhe Shi
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network. CVPR (2017)
Wenzhe Shi, Jose Caballero, Lucas Theis, Ferenc Huszar, Andrew P. Aitken, Christian Ledig, Zehan Wang
Is the deconvolution layer the same as a convolutional layer? CoRR (2016)
Wenzhe Shi, Jose Caballero, Ferenc Huszar, Johannes Totz, Andrew P. Aitken, Rob Bishop, Daniel Rueckert, Zehan Wang
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network. CVPR (2016)
Christian Ledig, Lucas Theis, Ferenc Huszar, Jose Caballero, Andrew P. Aitken, Alykhan Tejani, Johannes Totz, Zehan Wang, Wenzhe Shi
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network. CoRR (2016)
Ferenc Huszar
How (not) to Train your Generative Model: Scheduled Sampling, Likelihood, Adversary? CoRR (2015)
Ferenc Huszar, David Duvenaud
Optimally-Weighted Herding is Bayesian Quadrature. UAI (2012)
Neil Houlsby, José Miguel Hernández-Lobato, Ferenc Huszar, Zoubin Ghahramani
Collaborative Gaussian Processes for Preference Learning. NIPS (2012)
Neil Houlsby, Ferenc Huszar, Zoubin Ghahramani, Máté Lengyel
Bayesian Active Learning for Classification and Preference Learning CoRR (2011)
Simon Lacoste-Julien, Ferenc Huszar, Zoubin Ghahramani
Approximate inference for the loss-calibrated Bayesian. AISTATS (2011)