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Publication search results
found 50 matches
- 2021
- Emmanuel de Bézenac, Ibrahim Ayed, Patrick Gallinari:
CycleGAN Through the Lens of (Dynamical) Optimal Transport. ECML/PKDD (2) 2021: 132-147 - Siddharth Bhatia, Yiwei Wang, Bryan Hooi, Tanmoy Chakraborty
:
GraphAnoGAN: Detecting Anomalous Snapshots from Attributed Graphs. ECML/PKDD (2) 2021: 36-51 - Mirko Bunse, Katharina Morik:
Certification of Model Robustness in Active Class Selection. ECML/PKDD (2) 2021: 266-281 - Judith Bütepage
, Lucas Maystre
, Mounia Lalmas:
Gaussian Process Encoders: VAEs with Reliable Latent-Space Uncertainty. ECML/PKDD (2) 2021: 84-99 - Maarten Buyl
, Tijl De Bie
:
The KL-Divergence Between a Graph Model and its Fair I-Projection as a Fairness Regularizer. ECML/PKDD (2) 2021: 351-366 - Shiyi Chen, Ziao Wang, Xinni Zhang, Xiaofeng Zhang, Dan Peng:
Probing Negative Sampling for Contrastive Learning to Learn Graph Representations. ECML/PKDD (2) 2021: 434-449 - Soham Dan, Han Bao, Masashi Sugiyama:
Learning from Noisy Similar and Dissimilar Data. ECML/PKDD (2) 2021: 233-249 - Soumi Das, Arshdeep Singh, Saptarshi Chatterjee, Suparna Bhattacharya, Sourangshu Bhattacharya:
Finding High-Value Training Data Subset Through Differentiable Convex Programming. ECML/PKDD (2) 2021: 666-681 - Hichem Debbi
:
Causal Explanation of Convolutional Neural Networks. ECML/PKDD (2) 2021: 633-649 - Boxiang Dong, Bo Zhang, Wendy Hui Wang:
VeriDL: Integrity Verification of Outsourced Deep Learning Services. ECML/PKDD (2) 2021: 583-598 - Yingpeng Du, Hongzhi Liu
, Zhonghai Wu:
Modeling Multi-factor and Multi-faceted Preferences over Sequential Networks for Next Item Recommendation. ECML/PKDD (2) 2021: 516-531 - Alexandre Duval, Fragkiskos D. Malliaros:
GraphSVX: Shapley Value Explanations for Graph Neural Networks. ECML/PKDD (2) 2021: 302-318 - Samuel G. Fadel
, Sebastian Mair
, Ricardo da Silva Torres
, Ulf Brefeld:
Principled Interpolation in Normalizing Flows. ECML/PKDD (2) 2021: 116-131 - Mahsa Forouzesh, Patrick Thiran:
Disparity Between Batches as a Signal for Early Stopping. ECML/PKDD (2) 2021: 217-232 - Vincent Grari, Oualid El Hajouji, Sylvain Lamprier, Marcin Detyniecki:
Learning Unbiased Representations via Rényi Minimization. ECML/PKDD (2) 2021: 749-764 - Hongyu Guo:
Midpoint Regularization: From High Uncertainty Training Labels to Conservative Classification Decisions. ECML/PKDD (2) 2021: 184-199 - Tianjin Huang
, Yulong Pei
, Vlado Menkovski, Mykola Pechenizkiy
:
On Generalization of Graph Autoencoders with Adversarial Training. ECML/PKDD (2) 2021: 367-382 - Yunzhe Jia, Eibe Frank, Bernhard Pfahringer, Albert Bifet
, Nick Jin Sean Lim:
Studying and Exploiting the Relationship Between Model Accuracy and Explanation Quality. ECML/PKDD (2) 2021: 699-714 - Xuan Kan, Hejie Cui
, Carl Yang:
Zero-Shot Scene Graph Relation Prediction Through Commonsense Knowledge Integration. ECML/PKDD (2) 2021: 466-482 - Rayyan Ahmad Khan
, Muhammad Umer Anwaar, Omran Kaddah, Zhiwei Han, Martin Kleinsteuber:
Unsupervised Learning of Joint Embeddings for Node Representation and Community Detection. ECML/PKDD (2) 2021: 19-35 - Tomás Komárek, Jan Brabec, Petr Somol:
Explainable Multiple Instance Learning with Instance Selection Randomized Trees. ECML/PKDD (2) 2021: 715-730 - Priyadarshini Kumari, Siddhartha Chaudhuri, Vivek S. Borkar, Subhasis Chaudhuri:
A Unified Batch Selection Policy for Active Metric Learning. ECML/PKDD (2) 2021: 599-616 - Yaqiong Li, Xuhui Fan
, Ling Chen, Bin Li, Scott A. Sisson:
Decoupling Sparsity and Smoothness in Dirichlet Belief Networks. ECML/PKDD (2) 2021: 148-163 - Shouheng Li, Dongwoo Kim
, Qing Wang
:
Beyond Low-Pass Filters: Adaptive Feature Propagation on Graphs. ECML/PKDD (2) 2021: 450-465 - Arnaud Van Looveren
, Janis Klaise
:
Interpretable Counterfactual Explanations Guided by Prototypes. ECML/PKDD (2) 2021: 650-665 - Shin-ichi Maeda, Hayato Watahiki, Yi Ouyang, Shintarou Okada, Masanori Koyama, Prabhat Nagarajan:
Reconnaissance for Reinforcement Learning with Safety Constraints. ECML/PKDD (2) 2021: 567-582 - Domenico Mandaglio
, Andrea Tagarelli, Francesco Gullo
:
Correlation Clustering with Global Weight Bounds. ECML/PKDD (2) 2021: 499-515 - Hannes De Meulemeester
, Joachim Schreurs
, Michaël Fanuel
, Bart De Moor
, Johan A. K. Suykens
:
The Bures Metric for Generative Adversarial Networks. ECML/PKDD (2) 2021: 52-66 - Benjamin A. Miller
, Zohair Shafi
, Wheeler Ruml
, Yevgeniy Vorobeychik
, Tina Eliassi-Rad
, Scott Alfeld
:
PATHATTACK: Attacking Shortest Paths in Complex Networks. ECML/PKDD (2) 2021: 532-547 - Philip Naumann
, Eirini Ntoutsi:
Consequence-Aware Sequential Counterfactual Generation. ECML/PKDD (2) 2021: 682-698
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