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zshwuhan's Projects

hpfrec icon hpfrec

Python implementation of 'Scalable Recommendation with Hierarchical Poisson Factorization'.

hsbm icon hsbm

Hierarchical stochastic block model (HSBM)

htk_3_4_1 icon htk_3_4_1

The Hidden Markov Model Toolkit (HTK) from University of Cambridge.

hybridcoclust icon hybridcoclust

One equivalence between Expoential Latent Block Model (ELBM) and Non-negative Matrix Tri-Factorization (NMTF) with Bregman divergence.

hyphc icon hyphc

Hyperbolic Hierarchical Clustering.

ic-eval icon ic-eval

Code for our KDD'2015 paper: "Influence at Scale: Distributed Computation of Complex Contagion in Networks"

ifl-tpp icon ifl-tpp

Implementation of "Intensity-Free Learning of Temporal Point Processes" (Spotlight @ ICLR 2020)

igmc icon igmc

Inductive graph-based matrix completion (IGMC) from "M. Zhang and Y. Chen, Inductive Matrix Completion Based on Graph Neural Networks, ICLR 2020 spotlight".

iir icon iir

Machine Learning / Natural Language Processing / Information Retrieval

ijcai-iml-2016 icon ijcai-iml-2016

Toward a general, scaleable framework for Bayesian teaching with applications to topic models

ijcai2015 icon ijcai2015

Target-dependent Twitter Sentiment Classification with Rich Automatic Features

ike icon ike

Interactive Knowledge Extraction tool

iled icon iled

Incremental Learning Event Definitions

incremental-svm-learning-in-matlab icon incremental-svm-learning-in-matlab

This MATLAB package implements the methods for exact incremental/decremental SVM learning, regularization parameter perturbation and kernel parameter perturbation presented in "SVM Incremental Learning, Adaptation, and Optimization" by Christopher Diehl and Gert Cauwenberghs.

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