- The Annals of Statistics, to appear. Boosting the Margin
- What Makes Some POMDP Problems Easy to Approximate? Wee Sun Lee
- Tiling and adaptive image compression Wee Sun Lee \Lambday , Member, IEEE
- Agnostic Learning and Single Hidden Layer Neural Networks
- Collaborative Learning for Recommender Systems Wee Sun Lee LEEWS@COMP.NUS.EDU.SG
- Question Classification using Support Vector Machines Department of Computer Science
- Improving Word Sense Disambiguation Using Topic Features Jun Fu Cai, Wee Sun Lee
- A Robust Codec for Transmission of Very Low Bitrate Video over Channels with Bursty Errors
- Question Classification using Support Vector Machines Dell Zhang 1,2
- SARSOP: Efficient Point-Based POMDP Planning by Approximating Optimally Reachable Belief Spaces
- Generalization in decision trees and DNF: Does size matter?
- Error Resilience in Video and Multiplexing Layers for Very Low Bitrate Video Coding
- Word Sense Disambiguation with Semi-Supervised Learning Thanh Phong Pham1
- Semi-Supervised Learning in Reproducing Kernel Hilbert Spaces Using Local Invariances
- Extracting Key-Substring-Group Features for Text Classification
- NUS-ML: Improving Word Sense Disambiguation Using Topic Features Jun Fu Cai, Wee Sun Lee
- Learning to Integrate Web Taxonomies Department of Computer Science
- Properties of Forward Pruning in Game-Tree Search Yew Jin Lim and Wee Sun Lee
- RankCut A Domain Independent Forward Pruning Method for Games Yew Jin Lim and Wee Sun Lee
- Partially Supervised Classification of Text Documents Bing Liu LIUB@COMP.NUS.EDU.SG
- Edge Adaptive Prediction for Lossless Image Wee Sun Lee
- Trees, Windows and Tiles for Wavelet Image Compression
- A Theoretical Analysis of Query Selection for Collaborative Sanjoy Dasgupta
- Partially Supervised Classification of Text Documents Bing Liu LIUB@COMP.NUS.EDU.SG
- A Generative Model for Parsing Natural Language to Meaning Representations
- Learning with Positive and Unlabeled Examples Using Weighted Logistic Regression
- --PREPRINT--Supplementary Material to "Cooled and Relaxed
- Planning under Uncertainty for Robotic Tasks with Mixed Observability
- Monte Carlo Value Iteration for Continuous-State POMDPs
- Supplementary Material for "Conditional Random Fields with High-Order Features for Sequence
- Learning with Positive and Unlabeled Examples Using Weighted Logistic Regression
- POMDPs for Robotic Tasks with Mixed Observability Sylvie C.W. Ong Shao Wei Png David Hsu Wee Sun Lee
- Lower Bounds on the VCDimension of Smoothly Parametrized Function Classes
- Edge Adaptive Prediction for Lossless Image Coding Wee Sun Lee
- Building Text Classifiers Using Positive and Unlabeled Examples Department of Computer Science
- Unmanned Aircraft Collision Avoidance using Continuous-State POMDPs
- Structured Parameter Elicitation Graduate School for Integrative Sciences & Engineering, National University of Singapore
- Conditional Random Fields with High-Order Features for Sequence Labeling
- Relaxed Survey Propagation: A Sum-Product Algorithm for Max-SAT Hai Leong Chieu
- --PREPRINT--Cooled and Relaxed Survey Propagation for MRFs
- Hyperparameter Learning for Graph Based Semi-supervised Learning Algorithms
- Learning to Separate Text Content and Style for Classification
- Learning Semantic Classes for Word Sense Disambiguation Upali S. Kohomban Wee Sun Lee
- In this paper, we describe a method for understanding the function of web elements. It classifies web elements into five
- Delivering web pages to mobile phones or personal digital assistants has become possible with the latest wireless
- A Theoretical Analysis of Query Selection for Collaborative Sanjoy Dasgupta
- Trees, Windows and Tiles for Wavelet Image Compression
- Activity Recognition from Physiological Data using Conditional Random Fields
- Tiling and adaptive image compression Wee Sun Leey, Member, IEEE
- Motion Planning under Uncertainty for Robotic Tasks with Long Time Horizons
- Robustness of Multiplexing Protocols for AudioVisual Services over Wireless Networks \Lambda
- A Mixture Model for Concealment of Lost Blocks in Coded Image and Video W. S. Lee, M. R. Frater, M. R Pickering and J. F. Arnold
- A Point-Based POMDP Planner for Target Tracking David Hsu Wee Sun Lee Nan Rong
- Efficient Agnostic Learning of Neural Networks with Bounded Fanin \Lambda
- Collaborative Learning for Recommender Systems Wee Sun Lee LEEWS@COMP.NUS.EDU.SG
- Monte Carlo Value Iteration with Macro-Actions Zhan Wei Lim David Hsu Wee Sun Lee
- Supplementary Material for Monte Carlo Value Iteration with Macro-Actions Lemma 1 Given value functions U and V , ||HU -HV || ||U -V ||.
- Semi-Markov Conditional Random Field with High-Order Features Viet Cuong Nguyen NVCUONG@COMP.NUS.EDU.SG
