| HyperUCB: Hyperparameter Optimization Using Contextual Bandits
|
2020 |
Tavakol, Maryam |
| Supervised Human-Guided Data Exploration
|
2020 |
Oikarinen, Emilia |
| Quantifying Model Complexity via Functional Decomposition for Better Post-hoc Interpretability
|
2020 |
Molnar, Christoph |
| Enriching Visual with Verbal Explanations for Relational Concepts — Combining LIME with Aleph
|
2020 |
Rabold, Johannes |
| Sampling, Intervention, Prediction, Aggregation: A Generalized Framework for Model-Agnostic Interpretations
|
2020 |
Scholbeck, Christian A. |
| Distributed Generative Modelling with Sub-linear Communication Overhead
|
2020 |
Piatkowski, Nico |
| Detecting Stable Communities in Link Streams at Multiple Temporal Scales
|
2020 |
Boudebza, Soudad |
| Evolution Analysis of Large Graphs with Gradoop
|
2020 |
Rost, Christopher |
| Multimodal Deep Networks for Text and Image-Based Document Classification
|
2020 |
Audebert, Nicolas |
| Iterative Representation Learning for Entity Alignment Leveraging Textual Information
|
2020 |
Zeng, Weixin |
| SDE-KG: A Stochastic Dynamic Environment for Knowledge Graphs
|
2020 |
Ranganathan, Varun |
| Optimizing Waste Collection: A Data Mining Approach
|
2020 |
Londres, Guilherme |
| Paired-Consistency: An Example-Based Model-Agnostic Approach to Fairness Regularization in Machine Learning
|
2020 |
Horesh, Yair |
| Automating Data Science The ABC of Data: A Classifying Framework for Data Readiness
|
2020 |
Castelijns, Laurens A. |
| Towards Automated Configuration of Stream Clustering Algorithms
|
2020 |
Carnein, Matthias |
| Learning and Interpreting Potentials for Classical Hamiltonian Systems
|
2020 |
Bhat, Harish S. |
| Measuring Unfairness Through Game-Theoretic Interpretability
|
2020 |
Cesaro, Juliana |
| Decentralized Recommendation Based on Matrix Factorization: A Comparison of Gossip and Federated Learning
|
2020 |
Hegedüs, István |
| Decentralized Learning with Budgeted Network Load Using Gaussian Copulas and Classifier Ensembles
|
2020 |
Klein, John |
| A Comparative Study of Community Detection Techniques for Large Evolving Graphs
|
2020 |
Coppens, Lauranne |
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