AdaCubic: An Adaptive Cubic Regularization Optimizer for Deep Learning Ioannis Tsingalis, Constantine Kotropoulos, Corentin Briat. Action editor: Yi Zhou. openreview.net/forum?id=pZBQ7… #regularization #optimizers #regularized

this HAS TO STOP!! @TelanganaCMO @revanth_anumula - UNTIL YOU LINK UP REGISTRATION MEANS GOVT #REGULARIZED STOP LOTING COMMON PEOPLE

The Choice of Normalization Influences Shrinkage in Regularized Regression Johan Larsson, Jonas Wallin tmlr.infinite-conf.org/paper_pages/6x… #lasso #regularization #regularized

'(De)-regularized Maximum Mean Discrepancy Gradient Flow', by Zonghao Chen, Aratrika Mustafi, Pierre Glaser, Anna Korba, Arthur Gretton, Bharath K. Sriperumbudur. jmlr.org/papers/v26/24-… #regularization #regularized #divergence

The Choice of Normalization Influences Shrinkage in Regularized Regression Johan Larsson, Jonas Wallin. Action editor: Tongzheng Ren. openreview.net/forum?id=6xKyD… #lasso #regularization #regularized

On the Geometry of Regularization in Adversarial Training: High-Dimensional Asymptotics and Generalization Bounds openreview.net/forum?id=vkmvu… #adversarial #regularization #regularized

New #J2CCertification: From Complexity to Clarity: Analytical Expressions of Deep Neural Network Weights via Clifford Al... Mert Pilanci openreview.net/forum?id=6XPwS… #regularization #regularized #layers

'Bagged Regularized k-Distances for Anomaly Detection', by Yuchao Cai, Hanfang Yang, Yuheng Ma, Hanyuan Hang. jmlr.org/papers/v26/23-… #anomaly #regularized #anomalies

Regularized Gradient Clipping Provably Trains Wide and Deep Neural Networks Matteo Tucat, Anirbit Mukherjee, Mingfei Sun, Procheta Sen, Omar Rivasplata. Action editor: Marco Mondelli. openreview.net/forum?id=ABT1X… #minimizes #deep #regularized

Non asymptotic analysis of Adaptive stochastic gradient algorithms and applications Antoine Godichon-Baggioni, Pierre Tarrago. Action editor: Robert Gower. openreview.net/forum?id=iyfbG… #gradient #optimization #regularized

Proximal Regularization of Deep Residual Neural Networks with An Application to Genomic Prediction openreview.net/forum?id=wbO4v… #regularization #regularized #regularizers

The Choice of Normalization Influences Shrinkage in Regularized Regression openreview.net/forum?id=6xKyD… #lasso #regularization #regularized

Evaluation of Best-of-N Sampling Strategies for Language Model Alignment Yuki Ichihara, Yuu Jinnai, Tetsuro Morimura, Kenshi Abe, Kaito Ariu, Mitsuki Sakamoto, Eiji Uchibe tmlr.infinite-conf.org/paper_pages/H4… #regularized #regularization #sampling

Evaluation of Best-of-N Sampling Strategies for Language Model Alignment Yuki Ichihara, Yuu Jinnai, Tetsuro Morimura, Kenshi Abe, Kaito Ariu, Mitsuki Sakamoto, Eiji Uchibe. Action editor: Pascal Poupart. openreview.net/forum?id=H4S4E… #regularized #regularization

Enhancing Parameter Efficiency and Generalization in Large Models: A Regularized and Masked Low-R... Yuzhu Mao, Zihao Zhao, Siqi Ping, Yang Liu, Wenbo Ding. Action editor: W Ronny Huang. openreview.net/forum?id=zg0hP… #regularization #regularized #dimension