|
Poster
|
Tue 14:00 |
Learning-to-Rank with Partitioned Preference: Fast Estimation for the Plackett-Luce Model Jiaqi Ma · Xinyang Yi · Weijing Tang · Zhe Zhao · Lichan Hong · Ed Chi · Qiaozhu Mei |
|
|
Poster
|
Wed 6:00 |
Interpretable Random Forests via Rule Extraction Clément Bénard · Gérard Biau · Sébastien da Veiga · Erwan Scornet |
|
|
Poster
|
Tue 18:30 |
Regret Minimization for Causal Inference on Large Treatment Space Akira Tanimoto · Tomoya Sakai · Takashi Takenouchi · Hisashi Kashima |
|
|
Poster
|
Tue 18:30 |
Bayesian Model Averaging for Causality Estimation and its Approximation based on Gaussian Scale Mixture Distributions Shunsuke Horii |
|
|
Poster
|
Wed 6:00 |
Adaptive Sampling for Fast Constrained Maximization of Submodular Functions Francesco Quinzan · Vanja Doskoc · Andreas Göbel · Tobias Friedrich |
|
|
Poster
|
Tue 18:30 |
Mean-Variance Analysis in Bayesian Optimization under Uncertainty Shogo Iwazaki · Yu Inatsu · Ichiro Takeuchi |
|
|
Poster
|
Thu 7:30 |
Hadamard Wirtinger Flow for Sparse Phase Retrieval Fan Wu · Patrick Rebeschini |
|
|
Oral
|
Wed 10:00 |
Hadamard Wirtinger Flow for Sparse Phase Retrieval Fan Wu · Patrick Rebeschini |
|
|
Poster
|
Thu 7:30 |
Stochastic Linear Bandits Robust to Adversarial Attacks Ilija Bogunovic · Arpan Losalka · Andreas Krause · Jonathan Scarlett |
|
|
Poster
|
Wed 6:00 |
ATOL: Measure Vectorization for Automatic Topologically-Oriented Learning Martin Royer · Frederic Chazal · Clément Levrard · Yuhei Umeda · Yuichi Ike |
|
|
Poster
|
Thu 7:30 |
Optimizing Percentile Criterion using Robust MDPs Bahram Behzadian · Reazul Hasan Russel · Marek Petrik · Chin Pang Ho |
|
|
Poster
|
Wed 6:00 |
On Riemannian Stochastic Approximation Schemes with Fixed Step-Size Alain Durmus · Pablo Jiménez · Eric Moulines · Salem SAID |