Pinned Repositories
HUBER-RILS
Huber Loss w/ Reweighted Iterative Least Squares for robust covariance estimation
laplacian-eigenmaps-revisited
Adapting Laplacian Eigenmaps for VLSI layout and semi-supervised learning
LASSO-SCAD
Local Linear Approximation (LLA) + Iterative Shrinking Threshold Algorithm (ISTA/FISTA) to optimize LASSO + smoothly clipped absolute deviation (SCAD) penalty
lipo-b--annealing
tuned b*-tree annealing for floorplanning and macro placement
MTGP-NN
Early sepsis detection w/ multitask gaussian process neural network
netflix_als
Alternating least squares for regularized collaborative filtering
null-space-rayleigh-quotient-iteration
Efficient implementation of a null-space Rayleigh Quotient Iteration in Jax with sparse matrices. Works on the GPU!
pcb-placement
simultaneous-graph-clustering-and-layout
FISTA for simultaneous graph clustering and layout
sparse-precision-matrix-estimation
Sparse precision matrix estimation via lasso/SCAD penalized D-trace loss + locally linear approximation
choltz95's Repositories
choltz95/pcb-placement
choltz95/laplacian-eigenmaps-revisited
Adapting Laplacian Eigenmaps for VLSI layout and semi-supervised learning
choltz95/lipo-b--annealing
tuned b*-tree annealing for floorplanning and macro placement
choltz95/choltz95.github.io
choltz95/null-space-rayleigh-quotient-iteration
Efficient implementation of a null-space Rayleigh Quotient Iteration in Jax with sparse matrices. Works on the GPU!
choltz95/deconv
deconvolution via structured sparsity
choltz95/Eigenvalue-problem-plus-linear-constraints
Robust Rayleigh quotient minimization + linear constraints applied to graph embedding.
choltz95/jsPsych-tasks
YR2 JsPsych tasks
choltz95/pyexperimentparser
gitlab duplicate - parser for neuron dataset
choltz95/simultaneous-graph-clustering-and-layout
FISTA for simultaneous graph clustering and layout
choltz95/banditpylib
A lightweight python library for bandit algorithms
choltz95/cidan
Calcium Imaging Data ANalysis software
choltz95/CoOp
Learning to Prompt for Vision-Language Models.
choltz95/CutSSL
Indefinite quadratic programming for graph cuts and semi-supervised learning on graphs
choltz95/cvxpy
A Python-embedded modeling language for convex optimization problems.
choltz95/density-estimation
choltz95/DHGCN
Directed Hypergraph GCN
choltz95/imax
Image augmentation library for Jax
choltz95/l1-procrustes
TRENDAFILOV & WATSON the \ell-1 oblique procrustes problem
choltz95/label-aware-graph-coarsening
choltz95/meta-weight-net
NeurIPS'19: Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting (Pytorch implementation for noisy labels).
choltz95/mixed-feedback-rl
choltz95/mphate-vae
choltz95/planet_labs_take-home
lightweight REST API written with Python's Flask for Planet Labs
choltz95/resources
choltz95/SMPyBandits
🔬 Research Framework for Single and Multi-Players 🎰 Multi-Arms Bandits (MAB) Algorithms, implementing all the state-of-the-art algorithms for single-player (UCB, KL-UCB, Thompson...) and multi-player (MusicalChair, MEGA, rhoRand, MCTop/RandTopM etc).. Available on PyPI: https://pypi.org/project/SMPyBandits/ and documentation on
choltz95/SSM-on-stiefel-manifolds
choltz95/structured-sparse-feature-selection
linear & nonlinear feature selection algorithms relying on robust l21 optimization
choltz95/taichi
Productive & portable high-performance programming in Python.
choltz95/tex-search
browser extension for searching tex symbols in pages/pdfs