| 101 |
Robust, Deep and Inductive Anomaly Detection
Raghavendra Chalapathy, Aditya Krishna Menon, Sanjay Chawla
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cs.LG
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169 |
9 years ago |
| 102 |
Concentrated Differentially Private Gradient Descent with Adaptive per-Iteration Privacy Budget
Jaewoo Lee, Daniel Kifer
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👻
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cs.LG
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167 |
7 years ago |
| 103 |
Comparative Study of Deep Learning Software Frameworks
Soheil Bahrampour, Naveen Ramakrishnan, ... (+2 more)
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cs.LG
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167 |
10 years ago |
| 104 |
Online Influence Maximization (Extended Version)
Siyu Lei, Silviu Maniu, ... (+3 more)
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cs.SI
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167 |
10 years ago |
| 105 |
RayS: A Ray Searching Method for Hard-label Adversarial Attack
Jinghui Chen, Quanquan Gu
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cs.LG
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163 |
5 years ago |
| 106 |
PinnerSage: Multi-Modal User Embedding Framework for Recommendations at Pinterest
Aditya Pal, Chantat Eksombatchai, ... (+4 more)
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cs.LG
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160 |
5 years ago |
| 107 |
Contrastive Learning for Debiased Candidate Generation in Large-Scale Recommender Systems
Chang Zhou, Jianxin Ma, ... (+3 more)
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cs.IR
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160 |
5 years ago |
| 108 |
IntentGC: a Scalable Graph Convolution Framework Fusing Heterogeneous Information for Recommendation
Jun Zhao, Zhou Zhou, ... (+5 more)
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cs.IR
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159 |
6 years ago |
| 109 |
Interpretable and Steerable Sequence Learning via Prototypes
Yao Ming, Panpan Xu, ... (+2 more)
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cs.LG
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158 |
6 years ago |
| 110 |
Visual Search at Pinterest
Yushi Jing, David Liu, ... (+5 more)
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cs.CV
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153 |
10 years ago |
| 111 |
TRIÈST: Counting Local and Global Triangles in Fully-dynamic Streams with Fixed Memory Size
Lorenzo De Stefani, Alessandro Epasto, ... (+2 more)
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cs.DS
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151 |
10 years ago |
| 112 |
Compressing Convolutional Neural Networks
Wenlin Chen, James T. Wilson, ... (+3 more)
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cs.LG
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151 |
10 years ago |
| 113 |
Multi-level Graph Convolutional Networks for Cross-platform Anchor Link Prediction
Hongxu Chen, Hongzhi Yin, ... (+4 more)
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cs.SI
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150 |
5 years ago |
| 114 |
Label Noise Reduction in Entity Typing by Heterogeneous Partial-Label Embedding
Xiang Ren, Wenqi He, ... (+4 more)
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cs.CL
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148 |
10 years ago |
| 115 |
TF-Ranking: Scalable TensorFlow Library for Learning-to-Rank
Rama Kumar Pasumarthi, Sebastian Bruch, ... (+8 more)
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cs.IR
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143 |
7 years ago |
| 116 |
Geo-SAGE: A Geographical Sparse Additive Generative Model for Spatial Item Recommendation
Weiqing Wang, Hongzhi Yin, ... (+4 more)
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cs.IR
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143 |
11 years ago |
| 117 |
SNE: Signed Network Embedding
Shuhan Yuan, Xintao Wu, Yang Xiang
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cs.SI
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139 |
9 years ago |
| 118 |
Semantic Product Search
Priyanka Nigam, Yiwei Song, ... (+8 more)
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cs.IR
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138 |
6 years ago |
| 119 |
ProtoPShare: Prototype Sharing for Interpretable Image Classification and Similarity Discovery
Dawid Rymarczyk, Łukasz Struski, ... (+2 more)
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cs.CV
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137 |
5 years ago |
| 120 |
Stop using the elbow criterion for k-means and how to choose the number of clusters instead
Erich Schubert
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stat.ML
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137 |
3 years ago |
| 121 |
Compositional Embeddings Using Complementary Partitions for Memory-Efficient Recommendation Systems
Hao-Jun Michael Shi, Dheevatsa Mudigere, ... (+2 more)
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cs.LG
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136 |
6 years ago |
| 122 |
Scalable and Sustainable Deep Learning via Randomized Hashing
Ryan Spring, Anshumali Shrivastava
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stat.ML
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135 |
10 years ago |
| 123 |
On the Reliability of Profile Matching Across Large Online Social Networks
Oana Goga, Patrick Loiseau, ... (+3 more)
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cs.SI
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134 |
10 years ago |
| 124 |
TimeSHAP: Explaining Recurrent Models through Sequence Perturbations
João Bento, Pedro Saleiro, ... (+3 more)
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cs.LG
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133 |
5 years ago |
| 125 |
Chainer: A Deep Learning Framework for Accelerating the Research Cycle
Seiya Tokui, Ryosuke Okuta, ... (+8 more)
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cs.LG
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133 |
6 years ago |
| 126 |
Towards Explanation of DNN-based Prediction with Guided Feature Inversion
Mengnan Du, Ninghao Liu, ... (+2 more)
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cs.CV
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132 |
8 years ago |
| 127 |
PEPNet: Parameter and Embedding Personalized Network for Infusing with Personalized Prior Information
Jianxin Chang, Chenbin Zhang, ... (+5 more)
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cs.IR
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131 |
3 years ago |
| 128 |
An Efficient Neighborhood-based Interaction Model for Recommendation on Heterogeneous Graph
Jiarui Jin, Jiarui Qin, ... (+6 more)
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cs.IR
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130 |
5 years ago |
| 129 |
DeepMood: Modeling Mobile Phone Typing Dynamics for Mood Detection
Bokai Cao, Lei Zheng, ... (+7 more)
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cs.HC
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130 |
8 years ago |
| 130 |
Efficient Decentralized Deep Learning by Dynamic Model Averaging
Michael Kamp, Linara Adilova, ... (+5 more)
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cs.LG
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129 |
7 years ago |
| 131 |
MetaGraph2Vec: Complex Semantic Path Augmented Heterogeneous Network Embedding
Daokun Zhang, Jie Yin, ... (+2 more)
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cs.SI
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129 |
8 years ago |
| 132 |
People on Drugs: Credibility of User Statements in Health Communities
Subhabrata Mukherjee, Gerhard Weikum, Cristian Danescu-Niculescu-Mizil
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👻
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cs.AI
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128 |
8 years ago |
| 133 |
The Long and the Short of It: Summarising Event Sequences with Serial Episodes
Nikolaj Tatti, Jilles Vreeken
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cs.DS
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127 |
7 years ago |
| 134 |
Sequential Scenario-Specific Meta Learner for Online Recommendation
Zhengxiao Du, Xiaowei Wang, ... (+3 more)
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cs.IR
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127 |
6 years ago |
| 135 |
MCNE: An End-to-End Framework for Learning Multiple Conditional Network Representations of Social Network
Hao Wang, Tong Xu, ... (+6 more)
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cs.SI
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127 |
6 years ago |
| 136 |
Evaluating Conversational Recommender Systems via User Simulation
Shuo Zhang, Krisztian Balog
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cs.IR
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126 |
5 years ago |
| 137 |
EdMot: An Edge Enhancement Approach for Motif-aware Community Detection
Pei-Zhen Li, Ling Huang, ... (+2 more)
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cs.SI
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126 |
6 years ago |
| 138 |
M$^3$Care: Learning with Missing Modalities in Multimodal Healthcare Data
Chaohe Zhang, Xu Chu, ... (+5 more)
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cs.LG
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124 |
3 years ago |
| 139 |
Federated Tensor Factorization for Computational Phenotyping
Yejin Kim, Jimeng Sun, ... (+2 more)
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cs.LG
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123 |
9 years ago |
| 140 |
Neural Input Search for Large Scale Recommendation Models
Manas R. Joglekar, Cong Li, ... (+3 more)
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cs.LG
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121 |
6 years ago |
| 141 |
Easing Embedding Learning by Comprehensive Transcription of Heterogeneous Information Networks
Yu Shi, Qi Zhu, ... (+3 more)
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🌅
Old Age
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cs.SI
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121 |
7 years ago |
| 142 |
Fake News in Sheep's Clothing: Robust Fake News Detection Against LLM-Empowered Style Attacks
Jiaying Wu, Jiafeng Guo, Bryan Hooi
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cs.CL
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120 |
2 years ago |
| 143 |
A Survey on Social Media Anomaly Detection
Rose Yu, Huida Qiu, ... (+3 more)
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cs.LG
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119 |
10 years ago |
| 144 |
ABRA: Approximating Betweenness Centrality in Static and Dynamic Graphs with Rademacher Averages
Matteo Riondato, Eli Upfal
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👻
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cs.DS
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119 |
10 years ago |
| 145 |
NLPMM: a Next Location Predictor with Markov Modeling
Meng Chen, Yang Liu, Xiaohui Yu
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cs.AI
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118 |
6 years ago |
| 146 |
An Embedding Learning Framework for Numerical Features in CTR Prediction
Huifeng Guo, Bo Chen, ... (+4 more)
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cs.IR
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117 |
5 years ago |
| 147 |
TaxoGen: Unsupervised Topic Taxonomy Construction by Adaptive Term Embedding and Clustering
Chao Zhang, Fangbo Tao, ... (+6 more)
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cs.DB
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117 |
7 years ago |
| 148 |
When is a Network a Network? Multi-Order Graphical Model Selection in Pathways and Temporal Networks
Ingo Scholtes
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cs.SI
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116 |
9 years ago |
| 149 |
Topic Modeling over Short Texts by Incorporating Word Embeddings
Jipeng Qiang, Ping Chen, ... (+2 more)
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cs.CL
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116 |
9 years ago |
| 150 |
Toward Deep Supervised Anomaly Detection: Reinforcement Learning from Partially Labeled Anomaly Data
Guansong Pang, Anton van den Hengel, ... (+2 more)
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cs.LG
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115 |
5 years ago |