Published papers at TMLR · @tmlrpub
567 followers · 605 posts · Server sigmoid.social

Fast Kernel Methods for Generic Lipschitz Losses via $p$-Sparsified Sketches

Tamim El Ahmad, Pierre Laforgue, Florence d'Alché-Buc

Action editor: Makoto Yamada.

openreview.net/forum?id=ry2qgR

#sparse #kernel #approximations

Last updated 1 year ago

JMLR · @jmlr
716 followers · 332 posts · Server sigmoid.social

'An Inexact Augmented Lagrangian Algorithm for Training Leaky ReLU Neural Network with Group Sparsity', by Wei Liu, Xin Liu, Xiaojun Chen.

jmlr.org/papers/v24/22-0491.ht

#regularization #sparse #optimization

Last updated 1 year ago

JMLR · @jmlr
714 followers · 324 posts · Server sigmoid.social

'L0Learn: A Scalable Package for Sparse Learning using L0 Regularization', by Hussein Hazimeh, Rahul Mazumder, Tim Nonet.

jmlr.org/papers/v24/22-0189.ht

#l0learn #regularization #sparse

Last updated 1 year ago

New Submissions to TMLR · @tmlrsub
199 followers · 704 posts · Server sigmoid.social

Learning Trees of $\ell_0$-Minimization Problems

openreview.net/forum?id=lOOxqa

#sparse #minimization #ax

Last updated 1 year ago

New Submissions to TMLR · @tmlrsub
198 followers · 680 posts · Server sigmoid.social

Learning to reconstruct signals from binary measurements alone

openreview.net/forum?id=ioFIAQ

#wavelet #sparse #supervised

Last updated 1 year ago

New Submissions to TMLR · @tmlrsub
198 followers · 680 posts · Server sigmoid.social

Revisiting Sparsity Hunting in Federated Learning: Why the Sparsity Consensus Matters?

openreview.net/forum?id=iHyhdp

#sparse #sparsity #distributed

Last updated 1 year ago

JMLR · @jmlr
681 followers · 290 posts · Server sigmoid.social

'Incremental Learning in Diagonal Linear Networks', by Raphaël Berthier.

jmlr.org/papers/v24/22-1395.ht

#regularization #sparse #gradient

Last updated 1 year ago

JMLR · @jmlr
679 followers · 284 posts · Server sigmoid.social

'Robust Methods for High-Dimensional Linear Learning', by Ibrahim Merad, Stéphane Gaïffas.

jmlr.org/papers/v24/22-0964.ht

#sparse #robust #outliers

Last updated 1 year ago

JMLR · @jmlr
677 followers · 279 posts · Server sigmoid.social

'Infinite-dimensional optimization and Bayesian nonparametric learning of stochastic differential equations', by Arnab Ganguly, Riten Mitra, Jinpu Zhou.

jmlr.org/papers/v24/22-0582.ht

#stochastic #sparse #priors

Last updated 1 year ago

C. · @cazabon
124 followers · 2273 posts · Server mindly.social

@0 @vij @chris @msquebanh

Carrot River's full of nice people, about 1,000 of them. We used to drive to the cafe there from Red Earth (nearest restaurant), a little less than an hour.

But there's no fast-charger there. Not even a 4kW one. And despite them being nice, I don't think any individual or business would want me to plug in and suck down 1.5kW on their dime for 50 hours straight.

#remote #sparse #population #distance #bev #ev

Last updated 1 year ago

JMLR · @jmlr
672 followers · 254 posts · Server sigmoid.social

'Sparse GCA and Thresholded Gradient Descent', by Sheng Gao, Zongming Ma.

jmlr.org/papers/v24/21-0745.ht

#sparse #gca #pca

Last updated 1 year ago

Published papers at TMLR · @tmlrpub
519 followers · 428 posts · Server sigmoid.social

An Adaptive Half-Space Projection Method for Stochastic Optimization Problems with Group Sparse R...

Yutong Dai, Tianyi Chen, Guanyi Wang, Daniel Robinson

Action editor: Robert Gower.

openreview.net/forum?id=KBhSyB

#regularization #sparse #adahspg

Last updated 1 year ago

JMLR · @jmlr
672 followers · 253 posts · Server sigmoid.social

'MARS: A Second-Order Reduction Algorithm for High-Dimensional Sparse Precision Matrices Estimation', by Qian Li, Binyan Jiang, Defeng Sun.

jmlr.org/papers/v24/21-0699.ht

#sparse #matrix #penalized

Last updated 1 year ago

Published papers at TMLR · @tmlrpub
518 followers · 420 posts · Server sigmoid.social

Denise: Deep Robust Principal Component Analysis for Positive Semidefinite Matrices

Calypso Herrera, Florian Krach, Anastasis Kratsios, Pierre Ruyssen, Josef Teichmann

Action editor: Stephen Becker.

openreview.net/forum?id=D45gGv

#pca #semidefinite #sparse

Last updated 1 year ago

New Submissions to TMLR · @tmlrsub
179 followers · 556 posts · Server sigmoid.social

Additive Poisson Process: Learning Intensity of Higher-Order Interaction in Poisson Processes

openreview.net/forum?id=97PC4w

#poisson #sparse #empirical

Last updated 1 year ago

JMLR · @jmlr
662 followers · 223 posts · Server sigmoid.social

'Sparse Training with Lipschitz Continuous Loss Functions and a Weighted Group L0-norm Constraint', by Michael R. Metel.

jmlr.org/papers/v24/22-0615.ht

#sparse #minimizing #lipschitz

Last updated 1 year ago

JMLR · @jmlr
656 followers · 183 posts · Server sigmoid.social

'Fundamental limits and algorithms for sparse linear regression with sublinear sparsity', by Lan V. Truong.

jmlr.org/papers/v24/21-0543.ht

#sparse #sparsity #interpolation

Last updated 2 years ago

JMLR · @jmlr
650 followers · 173 posts · Server sigmoid.social

'Contextual Stochastic Block Model: Sharp Thresholds and Contiguity', by Chen Lu, Subhabrata Sen.

jmlr.org/papers/v24/20-1419.ht

#sparse #stochastic #Graphs

Last updated 2 years ago

New Submissions to TMLR · @tmlrsub
164 followers · 443 posts · Server sigmoid.social

Greedier is Better: Selecting Multiple Neighbors per Iteration for Sparse Subspace Clustering

openreview.net/forum?id=djD8Ib

#sparse #pursuit #clustering

Last updated 2 years ago

New Submissions to TMLR · @tmlrsub
162 followers · 423 posts · Server sigmoid.social

An Adaptive Half-Space Projection Method for Stochastic Optimization Problems with Group Sparse Regularization

openreview.net/forum?id=KBhSyB

#regularization #sparse #optimization

Last updated 2 years ago