Mathieu Blondel
16
Papers
344
Total Citations
Papers (16)
Higher-Order Factorization Machines
NeurIPS 2016arXiv
214
citations
A Regularized Framework for Sparse and Structured Neural Attention
NeurIPS 2017arXiv
106
citations
Multi-output Polynomial Networks and Factorization Machines
NeurIPS 2017arXiv
14
citations
Loss Functions and Operators Generated by f-Divergences
ICML 2025
7
citations
Joint Learning of Energy-based Models and their Partition Function
ICML 2025
3
citations
How do Transformers Perform In-Context Autoregressive Learning ?
ICML 2024
0
citations
Decoding-time Realignment of Language Models
ICML 2024
0
citations
Differentiable Dynamic Programming for Structured Prediction and Attention
ICML 2018
0
citations
SparseMAP: Differentiable Sparse Structured Inference
ICML 2018
0
citations
Geometric Losses for Distributional Learning
ICML 2019
0
citations
Structured Prediction with Projection Oracles
NeurIPS 2019
0
citations
Learning with Differentiable Pertubed Optimizers
NeurIPS 2020
0
citations
Efficient and Modular Implicit Differentiation
NeurIPS 2022
0
citations
Learning Energy Networks with Generalized Fenchel-Young Losses
NeurIPS 2022
0
citations
Polynomial Networks and Factorization Machines: New Insights and Efficient Training Algorithms
ICML 2016
0
citations
Soft-DTW: a Differentiable Loss Function for Time-Series
ICML 2017
0
citations