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NEU SPIRAL's Projects

activelearninggp-tmsmapping icon activelearninggp-tmsmapping

This repo holds the algorithm development for modeling TMS data with Gaussian processes and uses active learning to select optimum locations for the next stimulation.

batchsvm icon batchsvm

Implementation of BatchSVM, introduced in Vural, Volkan, et al. "Using local dependencies within batches to improve large margin classifiers." Journal of machine learning research 10.Feb (2009): 183-206.

cachenetwork icon cachenetwork

A Caching Network Simulator, used in "Adaptive Caching Networks with Optimality Guarantees", by S. Ioannidis and E. Yeh, IEEE/ACM Transactions of Networking, 2018.

deepspectralranking icon deepspectralranking

The code in this repository implements the algorithms and experiments in the following paper: I. Yildiz, J. Dy, D. Erdogmus, S. Ostmo, J. P. Campbell, M. F. Chiang, S. Ioannidis, “Deep Spectral Ranking”, AISTATS, San Diego, 2021

experimentaldesign icon experimentaldesign

Code associated with paper "Experimental Design Under the Bradley-Terry Model", Guo et al., IJCAI 2018.

frankwolfe icon frankwolfe

Distributed Frank-Wolfe code, described in "Distributing Frank-Wolfe via Map-Reduce", A. Moharrer and S. Ioannidis, ICDM, 2017.

googlecloudplatform icon googlecloudplatform

Wiki on the Google Cloud Platform maintained by Northeastern University and Boston College.

graphtransferlearning-neu icon graphtransferlearning-neu

Code source for Graph Transfer Learning project developed by Northeastern University's SPIRAL research group

haptix icon haptix

System Identification for Tactile VR-AR

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