← Authors

Shenghuo Zhu

26 papers · 2007–2019 · 12 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (14) πŸƒ Academic Marathon (12) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (12) πŸ—ΊοΈ Taxonomy Completionist (20) 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (5) 🀝 Dynamic Duo (15) πŸ—ƒοΈ Keyword Collector (54) πŸ’Ž Century Club (26) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer ⚑ Prolific Year (7)

Conferences

AAAI (6) NIPS (5) CVPR (3) ICML (3) COLT (2) ACL (1) AISTATS (1) ICCV (1) IJCAI (1) IJCNLP (1) INTERSPEECH (1) UAI (1)

Top co-authors

Rong Jin (15) Tianbao Yang (7) Qi Qian (5) Kai Yu (4) Yihong Gong (4) Mehrdad Mahdavi (3) Hao Li (3) Nan Li (3) Lijun Zhang (3) Yuanqing Lin (3)

Keywords

stochastic gradient descent (4) image classification (4) distance metric learning (3) regret bound (3) convex optimization (3) dimensionality reduction (2) online learning (2) sparse regularization (2) multi-armed bandit (2) feature learning (2) object detection (2) matrix completion (2) dual problem (2) domain generalization (1) probabilistic modeling (1) metric learning (1) non-convex optimization (1) image segmentation (1) representation learning (1) risk management (1)

Papers

Robust Optimization over Multiple Domains AAAI 2019
Semi-Parametric Sampling for Stochastic Bandits with Many Arms AAAI 2019
Parallel Restarted SGD with Faster Convergence and Less Communication: Demystifying Why Model Averaging Works for Deep Learning AAAI 2019
Learning with Non-Convex Truncated Losses by SGD UAI 2019
RobustSTL: A Robust Seasonal-Trend Decomposition Algorithm for Long Time Series AAAI 2019
Robust Online Matching with User Arrival Distribution Drift AAAI 2019
Which Factorization Machine Modeling Is Better: A Theoretical Answer with Optimal Guarantee AAAI 2019
Large-Scale Distance Metric Learning With Uncertainty CVPR 2018
Multinomial Logit Bandit with Linear Utility Functions IJCAI 2018
The Opensesame NIST 2016 Speaker Recognition Evaluation System INTERSPEECH 2017
Theory of Dual-sparse Regularized Randomized Reduction ICML 2015
An Explicit Sampling Dependent Spectral Error Bound for Column Subset Selection ICML 2015
Fine-Grained Visual Categorization via Multi-Stage Metric Learning CVPR 2015
Efficient Low-Rank Stochastic Gradient Descent Methods for Solving Semidefinite Programs AISTATS 2014
One-Pass AUC Optimization ICML 2013
Recovering the Optimal Solution by Dual Random Projection COLT 2013
Efficient Object Detection and Segmentation for Fine-Grained Recognition CVPR 2013
Regionlets for Generic Object Detection ICCV 2013
Online Optimization with Gradual Variations COLT 2012
Deep Learning of Invariant Features via Simulated Fixations in Video NIPS 2012
Stochastic Gradient Descent with Only One Projection NIPS 2012
Deep Coding Network NIPS 2010
Multi-Document Summarization using Sentence-based Topic Models ACL 2009
Multi-Document Summarization using Sentence-based Topic Models IJCNLP 2009
Stochastic Relational Models for Large-scale Dyadic Data using MCMC NIPS 2008
Predictive Matrix-Variate t Models NIPS 2007