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Bibliographic Details
Main Authors:	Wycoff, Nathan, Singh, Lisa O., Arab, Ali, Donato, Katharine M.
Format:	Preprint
Published:	2024
Subjects:	Machine Learning
Online Access:	https://arxiv.org/abs/2412.05726
Tags:	Add Tag No Tags, Be the first to tag this record!

Regression Trees Know Calculus
by: Wycoff, Nathan
Published: (2024)

On Thompson Sampling and Bilateral Uncertainty in Additive Bayesian Optimization
by: Wycoff, Nathan
Published: (2025)

A Probabilistic Basis for Low-Rank Matrix Learning
by: Segert, Simon, et al.
Published: (2025)

Active Subspaces in Infinite Dimension
by: Kundu, Poorbita, et al.
Published: (2025)

Voronoi Candidates for Bayesian Optimization
by: Wycoff, Nathan, et al.
Published: (2024)

Lassoed Forests: Random Forests with Adaptive Lasso Post-selection
by: Shang, Jing, et al.
Published: (2025)

Adaptive Lasso, Transfer Lasso, and Beyond: An Asymptotic Perspective
by: Takada, Masaaki, et al.
Published: (2023)

A Fast Method for Lasso and Logistic Lasso
by: Cheng, Siu-Wing, et al.
Published: (2024)

The Adaptive $τ$-Lasso: Robustness and Oracle Properties
by: Mozafari-Majd, Emadaldin, et al.
Published: (2023)

Dual Feature Reduction for the Sparse-group Lasso and its Adaptive Variant
by: Feser, Fabio, et al.
Published: (2024)

Adaptive Optimizers with Sparse Group Lasso for Neural Networks in CTR Prediction
by: Yue, Yun, et al.
Published: (2021)

Soft MPCritic: Amortized Model Predictive Value Iteration
by: Banker, Thomas, et al.
Published: (2026)

Accept-Reject Lasso
by: Liu, Yanxin, et al.
Published: (2025)

Convergence Rate of the Last Iterate of Stochastic Proximal Algorithms
by: Vaidyan, Kevin Kurian Thomas, et al.
Published: (2026)

Dynamic Reconstruction of Ultrasound-Derived Flow Fields With Physics-Informed Neural Fields
by: Patel, Viraj, et al.
Published: (2025)

A cost-sensitive constrained Lasso
by: Blanquero, Rafael, et al.
Published: (2024)

A Stable Lasso
by: Nouraie, Mahdi, et al.
Published: (2025)

PINS: Proximal Iterations with Sparse Newton and Sinkhorn for Optimal Transport
by: Wu, Di, et al.
Published: (2025)

Benchmarking Time Series Forecasting Models: From Statistical Techniques to Foundation Models in Real-World Applications
by: Arab, Issar, et al.
Published: (2025)

On the design-dependent suboptimality of the Lasso
by: Pathak, Reese, et al.
Published: (2024)

Spacing Test for Fused Lasso
by: Tasaka, Rieko, et al.
Published: (2025)

LeARN: Learnable and Adaptive Representations for Nonlinear Dynamics in System Identification
by: Singh, Arunabh, et al.
Published: (2024)

Proximal Policy Optimization with Adaptive Exploration
by: Lixandru, Andrei
Published: (2024)

Lasso Bandit with Compatibility Condition on Optimal Arm
by: Lee, Harin, et al.
Published: (2024)

On Consistency of Signature Using Lasso
by: Guo, Xin, et al.
Published: (2023)

An Alternative Graphical Lasso Algorithm for Precision Matrices
by: Dallakyan, Aramayis, et al.
Published: (2024)

Quantum Algorithms for the Pathwise Lasso
by: Doriguello, Joao F., et al.
Published: (2023)

Decentralised Traffic Incident Detection via Network Lasso
by: Zhu, Qiyuan, et al.
Published: (2024)

Beyond SGD, Without SVD: Proximal Subspace Iteration LoRA with Diagonal Fractional K-FAC
by: Almansoori, Abdulla Jasem, et al.
Published: (2026)

Iterated INLA for State and Parameter Estimation in Nonlinear Dynamical Systems
by: Anderka, Rafael, et al.
Published: (2024)

Lasso and Partially-Rotated Designs
by: Buhai, Rares-Darius
Published: (2025)

Stationary Reweighting Yields Local Convergence of Soft Fitted Q-Iteration
by: van der Laan, Lars, et al.
Published: (2025)

SMART Fine-tuning Factor Augmented Neural Lasso
by: Chai, Jinhang, et al.
Published: (2026)

Majorization-Minimization Dual Stagewise Algorithm for Generalized Lasso
by: Chen, Jianmin, et al.
Published: (2025)

High Dimensional Bayesian Optimization using Lasso Variable Selection
by: Hoang, Vu Viet, et al.
Published: (2025)

LassoFlexNet: Flexible Neural Architecture for Tabular Data
by: Lui, Kry Yik Chau, et al.
Published: (2026)

Analog Physical Systems Can Exhibit Double Descent
by: Dillavou, Sam, et al.
Published: (2025)

Hybrid Iterative Neural Low-Regularity Integrator for Nonlinear Dispersive Equations
by: Liang, Zhangyong
Published: (2026)

Iterative Learning Control of Fast, Nonlinear, Oscillatory Dynamics (Preprint)
by: Brooks, John W., et al.
Published: (2024)

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// Anecdotal testing Today and Yesterday seems to indicate destroy() // is called by the garbage collector and everything is good. // Something to keep in mind though. return 0; } /** * Write function that is called when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ public function write($sessId, $data): bool { if ($this->writesDisabled) { return true; } return $this->saveSession($sessId, $data); } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ abstract protected function saveSession($sessId, $data): bool; }

* * @return void */ public function writeClose() { // The assumption is that we're using PHP's ext/session. // session_write_close() will actually overwrite $_SESSION with an // empty array on completion -- which leads to a mismatch between what // is in the storage object and $_SESSION. To get around this, we // temporarily reset $_SESSION to an array, and then re-link it to // the storage object. // // Additionally, while you _can_ write to $_SESSION following a // session_write_close() operation, no changes made to it will be // flushed to the session handler. As such, we now mark the storage // object isImmutable. $storage = $this->getStorage(); if (! $storage->isImmutable()) { $_SESSION = $storage->toArray(true); session_write_close(); $storage->fromArray($_SESSION); $storage->markImmutable(); } } /** * Attempt to set the session name * * If the session has already been started, or if the name provided fails * validation, an exception will be raised. * * @param string $name * @return SessionManager * @throws Exception\InvalidArgumentException */ public function setName($name) { if ($this->sessionExists()) { throw new Exception\InvalidArgumentException( 'Cannot set session name after a session has already started'

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