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Ramsey's Projects

s-mab icon s-mab

Code and data for the paper "Scaling Multi-Armed Bandit Algorithms". Fouché, Komiyama, Böhm. KDD'19

s2sd icon s2sd

Implementation for S2SD - Simultaneous Similarity-based Self-Distillation for Deep Metric Learning

sampler icon sampler

implementation of reservoir sampling in golang

sc-gpt icon sc-gpt

Few-shot Natural Language Generation for Task-Oriented Dialog

scala icon scala

All Algorithms implemented in Scala

scalable-variational-bayesian-factorization-machine icon scalable-variational-bayesian-factorization-machine

Scalable Variational Bayesian inference algorithm for FM is developed which converges faster than the existing state-of-the-art MCMC based inference algorithm. Additionally, a stochastic variational Bayesian algorithm for FM is introduced for large scale learning which utilizes SGD.

scanns icon scanns

A scalable nearest neighbor search library in Apache Spark

scatsimclr icon scatsimclr

Official implementation of paper "ScatSimCLR: self-supervised contrastive learning with pretext task regularization for small-scale datasets", accepted at ICCV 2021 2nd Visual Inductive Priors for Data-Efficient Deep Learning Workshop

sccl icon sccl

Pytorch implementation of Supporting Clustering with Contrastive Learning, NAACL 2021

sceloss-reproduce icon sceloss-reproduce

Reproduce Results for ICCV2019 "Symmetric Cross Entropy for Robust Learning with Noisy Labels" https://arxiv.org/abs/1908.06112

scenariometa icon scenariometa

Source code and dataset for KDD 2019 paper "Sequential Scenario-Specific Meta Learner for Online Recommendation"

scikit-learn_bench icon scikit-learn_bench

scikit-learn_bench benchmarks various implementations of machine learning algorithms across data analytics frameworks. It currently support the scikit-learn, DAAL4PY, cuML, and XGBoost frameworks for commonly used machine learning algorithms.

scikit-uplift icon scikit-uplift

:exclamation: uplift modeling in scikit-learn style in python :snake:

sde-net icon sde-net

Code for paper: SDE-Net: Equipping Deep Neural network with Uncertainty Estimates

sdml icon sdml

Scalable deep multimodal learning for cross-modal retrieval (SIGIR 2019, PyTorch Code)

sdmr icon sdmr

SDMR recommendation model -- WWW 2019

se-kge icon se-kge

Gengchen Mai, Krzysztof Janowicz, Ling Cai, Rui Zhu, Blake Regalia, Bo Yan, Meilin Shi, Ni Lao. SE-KGE: A Location-Aware Knowledge Graph Embedding Model for Geographic Question Answering and Spatial Semantic Lifting. Transactions in GIS. DOI:10.1111/TGIS.12629

seckill icon seckill

java高并发优化商品秒杀系统

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