ICML 2023 Workshop SODS Submissions

Complex Preferences for Different Convergent Priors in Discrete Graph Diffusion
Alex M Tseng, Nathaniel Lee Diamant, Tommaso Biancalani, Gabriele Scalia
- Published: 20 Jun 2023, Last Modified: 11 Oct 2023
- SODS 2023 Poster
- Readers: Everyone
Sequential Attention for Feature Selection
Taisuke Yasuda, Mohammadhossein Bateni, Lin Chen, Matthew Fahrbach, Gang Fu, Vahab Mirrokni
- Published: 20 Jun 2023, Last Modified: 11 Oct 2023
- SODS 2023 Poster
- Readers: Everyone
Tensor Proxies for Efficient Feature Cross Search
Taisuke Yasuda, Mohammadhossein Bateni, Lin Chen, Matthew Fahrbach, Gang Fu
- Published: 20 Jun 2023, Last Modified: 11 Oct 2023
- SODS 2023 Poster
- Readers: Everyone
Guided Evolution with Binary Predictors for ML Program Search
John D Co-Reyes, Yingjie Miao, George Tucker, Aleksandra Faust, Esteban Real
- Published: 20 Jun 2023, Last Modified: 11 Oct 2023
- SODS 2023 Poster
- Readers: Everyone
Discrete Diffusion Reward Guidance Methods for Offline Reinforcement Learning
Matthew Coleman, Olga Russakovsky, Christine Allen-Blanchette, Ye Zhu
- Published: 20 Jun 2023, Last Modified: 11 Oct 2023
- SODS 2023 Poster
- Readers: Everyone
Categorical SDEs with Simplex Diffusion
Pierre Harvey Richemond, Sander Dieleman, Arnaud Doucet
- Published: 20 Jun 2023, Last Modified: 11 Oct 2023
- SODS 2023 Poster
- Readers: Everyone
SOBER: Highly Parallel Bayesian Optimization and Bayesian Quadrature over Discrete and Mixed Spaces
Masaki Adachi, Satoshi Hayakawa, Saad Hamid, Martin Jørgensen, Harald Oberhauser, Michael A Osborne
- Published: 20 Jun 2023, Last Modified: 11 Oct 2023
- SODS 2023 Poster
- Readers: Everyone
Solving NP-hard Min-max Routing Problems as Sequential Generation with Equity Context
Jiwoo Son, Minsu Kim, Sanghyeok Choi, Hyeonah Kim, Jinkyoo Park
- Published: 20 Jun 2023, Last Modified: 11 Oct 2023
- SODS 2023 Poster
- Readers: Everyone
Optimizing protein fitness using Gibbs sampling with Graph-based Smoothing
Andrew Kirjner, Jason Yim, Raman Samusevich, Tommi S. Jaakkola, Regina Barzilay, Ila R Fiete
- Published: 20 Jun 2023, Last Modified: 11 Oct 2023
- SODS 2023 Poster
- Readers: Everyone
Symmetric Exploration in Combinatorial Optimization is Free!
Hyeonah Kim, Minsu Kim, Sungsoo Ahn, Jinkyoo Park
- Published: 20 Jun 2023, Last Modified: 11 Oct 2023
- SODS 2023 Poster
- Readers: Everyone
An Optimal Clustering Algorithm for the Labeled Stochastic Block Model
Kaito Ariu, Se-Young Yun, Alexandre Proutiere
- Published: 20 Jun 2023, Last Modified: 11 Oct 2023
- SODS 2023 Poster
- Readers: Everyone