AutoML 2024 ABCD Track Submissions

TabRepo: A Large Scale Repository of Tabular Model Evaluations and its AutoML Applications
David Salinas, Nick Erickson
- Published: 30 Apr 2024, Last Modified: 01 Aug 2024
- AutoML 2024 (ABCD Track)
- Readers: Everyone
HPO-RL-Bench: A Zero-Cost Benchmark for HPO in Reinforcement Learning
Gresa Shala, Sebastian Pineda Arango, André Biedenkapp, Frank Hutter, Josif Grabocka
- Published: 30 Apr 2024, Last Modified: 07 Aug 2024
- AutoML 2024 (ABCD Track)
- Readers: Everyone
Fast Benchmarking of Asynchronous Multi-Fidelity Optimization on Zero-Cost Benchmarks
Shuhei Watanabe, Neeratyoy Mallik, Edward Bergman, Frank Hutter
- Published: 30 Apr 2024, Last Modified: 09 Aug 2024
- AutoML 2024 (ABCD Track)
- Readers: Everyone
Introducing HoNCAML: Holistic No-Code Auto Machine Learning
Luca Piras, Joan Albert Erráez Castelltort, Jordi Casals Grifell, Xavier de Juan Pulido, Cirus Iniesta, Marina Rosell Murillo, Cristina Soler Arenys
- Published: 30 Apr 2024, Last Modified: 19 Jul 2024
- AutoML 2024 (ABCD Track)
- Readers: Everyone
Automated Deep Learning for load forecasting
Julie Keisler, Sandra Claudel, Gilles Cabriel, Margaux Brégère
- Published: 30 Apr 2024, Last Modified: 01 Aug 2024
- AutoML 2024 (ABCD Track)
- Readers: Everyone
Benchmarking AutoML Clustering Frameworks
Matheus Camilo da Silva, Biagio Licari, Gabriel Marques Tavares, Sylvio Barbon Junior
- Published: 30 Apr 2024, Last Modified: 26 Aug 2024
- AutoML 2024 Workshop
- Readers: Everyone
Bibat: batteries-included Bayesian analysis template
Teddy Groves
- Published: 30 Apr 2024, Last Modified: 26 Aug 2024
- AutoML 2024 Workshop
- Readers: Everyone
PMLBmini: A Tabular Classification Benchmark Suite for Data-Scarce Applications
Ricardo Knauer, Marvin Grimm, Erik Rodner
- Published: 30 Apr 2024, Last Modified: 02 Sept 2024
- AutoML 2024 Workshop
- Readers: Everyone
AutoGluon-Multimodal (AutoMM): Supercharging Multimodal AutoML with Foundation Models
Zhiqiang Tang, Haoyang Fang, Su Zhou, Taojiannan Yang, Zihan Zhong, Cuixiong Hu, Katrin Kirchhoff, George Karypis
- Published: 30 Apr 2024, Last Modified: 19 Jul 2024
- AutoML 2024 (ABCD Track)
- Readers: Everyone