Publications

1444 results for Machine Learning

On the Optimality Gap of Warm-Started Hyperparameter Optimization
- - Parikshit Ram
- 2022
- AutoML-Conf 2022
Practical Skills Demand Forecasting via Representation Learning of Temporal Dynamics
- - Maysa Malfiza Garcia De Macedo
  - Wyatt Clarke
  - et al.
- 2022
- AIES 2022
Summarizing Process Traces for Analysis Tasks: An Intuitive and User-controlled Approach
- - Phuong Nguyen
  - Vatche Isahagian
  - et al.
- 2022
- IJCAI 2022
Prescriptive Process Monitoring in Intelligent Process Automation with Chatbot Orchestration
- - Sergey Zeltyn
  - Segev Shlomov
  - et al.
- 2022
- IJCAI 2022
Assessment of Prediction Intervals Using Uncertainty Characteristics Curves
- - Jiri Navratil
  - Benjamin Elder
  - et al.
- 2022
- ICML 2022
Cumulative Stay-time Representation for Electronic Health Records in Medical Event Time Prediction
- - Takayuki Katsuki
  - Kohei Miyaguchi
  - et al.
- 2022
- IJCAI 2022
Variational Learning for Unsupervised Knowledge Grounded Dialogs
- - Mayank Mishra
  - Dhiraj Madan
  - et al.
- 2022
- IJCAI 2022
Learning to Generate Image Source-Agnostic Universal Adversarial Perturbations
- - Pu Zhao
  - Parikshit Ram
  - et al.
- 2022
- IJCAI 2022
Summary Markov Models for Event Sequences
- - Debarun Bhattacharjya
  - Saurabh Sihag
  - et al.
- 2022
- IJCAI 2022
An Empirical Study of Modular Bias Mitigators and Ensembles
- - Michael Feffer
  - Martin Hirzel
  - et al.
- 2022
- ICML 2022