Learning Reliable Rules under Class Imbalance
|
2021 |
Diochnos, Dimitrios I. |
Discrete Listwise Collaborative Filtering for Fast Recommendation
|
2021 |
Liu, Chenghao |
GraphShop: Graph-based Approach for Shop-type Recommendation
|
2021 |
An, Guo Yuan |
Session-based Recommendation with Hypergraph Attention Networks
|
2021 |
Wang, Jianling |
Noise-Response Analysis of Deep Neural Networks Quantifies Robustness and Fingerprints Structural Malware
|
2021 |
Erichson, N. Benjamin |
LDFeRR: A Fuel-efficient Route Recommendation Approach for Long-distance Driving Based on Historical Trajectories
|
2021 |
Liu, Min |
Signature-Based Anomaly Detection in Networks
|
2021 |
Aggarwal, Charu C. |
A Practical Online Framework for Extracting Running Video Summaries under a Fixed Memory Budget
|
2021 |
Lavania, Chandrashekhar |
Adaptive Holding for Online Bottleneck Matching with Delays
|
2021 |
Wang, Kaixin |
Learning Time-series Shapelets via Supervised Feature Selection
|
2021 |
Yamaguchi, Akihiro |
DPGS: Degree-Preserving Graph Summarization
|
2021 |
Zhou, Houquan |
Multi-Armed Bandit Based Feature Selection
|
2021 |
Liu, Kunpeng |
SUSAN: The Structural Similarity Random Walk Kernel
|
2021 |
Kalofolias, Janis |
Provable Distributed Stochastic Gradient Descent with Delayed Updates
|
2021 |
Gao, Hongchang |
Frank-Wolfe Algorithm for Learning SVM-type Multi-category Classifiers
|
2021 |
Tajima, Kenya |
Verifying Tree Ensembles by Reasoning about Potential Instances
|
2021 |
Devos, Laurens |
"Misc”-Aware Weakly Supervised Aspect Classification
|
2021 |
Li, Peiran |
SUMDocS: Surrounding-aware Unsupervised Multi-Document Summarization
|
2021 |
Zhu, Qi |
MT-STNets: Multi-Task Spatial-Temporal Networks for Multi-Scale Traffic Prediction
|
2021 |
Wang, Senzhang |
HALO: Learning to Prune Neural Networks with Shrinkage
|
2021 |
Seto, Skyler |