:: Library Catalog

Saved in:

Bibliographic Details
Main Authors:	Eyre, Benjamin, Madras, David
Format:	Preprint
Published:	2024
Subjects:	Machine Learning
Online Access:	https://arxiv.org/abs/2411.12665
Tags:	Add Tag No Tags, Be the first to tag this record!

Transformers Don't In-Context Learn Least Squares Regression
by: Hill, Joshua, et al.
Published: (2025)

QuEst: Enhancing Estimates of Quantile-Based Distributional Measures Using Model Predictions
by: Deng, Zhun, et al.
Published: (2025)

Post-Transfer Learning Statistical Inference in High-Dimensional Regression
by: Tam, Nguyen Vu Khai, et al.
Published: (2025)

MARLIN: Mixed-Precision Auto-Regressive Parallel Inference on Large Language Models
by: Frantar, Elias, et al.
Published: (2024)

Auto-Regressive Masked Diffusion Models
by: Karami, Mahdi, et al.
Published: (2026)

Spatial Conformal Inference through Localized Quantile Regression
by: Jiang, Hanyang, et al.
Published: (2024)

Fixed-Mean Gaussian Processes for Post-hoc Bayesian Deep Learning
by: Ortega, Luis A., et al.
Published: (2024)

Advancing Counterfactual Inference through Nonlinear Quantile Regression
by: Xie, Shaoan, et al.
Published: (2023)

Unlocking Post-hoc Dataset Inference with Synthetic Data
by: Zhao, Bihe, et al.
Published: (2025)

Masked Auto-Regressive Variational Acceleration: Fast Inference Makes Practical Reinforcement Learning
by: Gu, Yuxuan, et al.
Published: (2025)

Normalizing Flow Regression for Bayesian Inference with Offline Likelihood Evaluations
by: Li, Chengkun, et al.
Published: (2025)

Non-Stationary Latent Auto-Regressive Bandits
by: Trella, Anna L., et al.
Published: (2024)

On the Effect of Regularization on Nonparametric Mean-Variance Regression
by: Wong-Toi, Eliot, et al.
Published: (2025)

Prompts Generalize with Low Data: Non-vacuous Generalization Bounds for Optimizing Prompts with More Informative Priors
by: Madras, David, et al.
Published: (2025)

RPWithPrior: Label Differential Privacy in Regression
by: Liu, Haixia, et al.
Published: (2026)

Semi-Supervised Regression with Heteroscedastic Pseudo-Labels
by: Sun, Xueqing, et al.
Published: (2025)

Generative Principal Component Regression via Variational Inference
by: Talbot, Austin, et al.
Published: (2024)

RegMean++: Enhancing Effectiveness and Generalization of Regression Mean for Model Merging
by: Nguyen, The-Hai, et al.
Published: (2025)

Kernel Ridge Regression Inference
by: Singh, Rahul, et al.
Published: (2023)

Diffusion-nested Auto-Regressive Synthesis of Heterogeneous Tabular Data
by: Zhang, Hengrui, et al.
Published: (2024)

Bayesian Vector AutoRegression with Factorised Granger-Causal Graphs
by: Zhao, He, et al.
Published: (2024)

Privacy Attacks on Image AutoRegressive Models
by: Kowalczuk, Antoni, et al.
Published: (2025)

Auto-Regressive Next-Token Predictors are Universal Learners
by: Malach, Eran
Published: (2023)

CHARM: Creating Halos with Auto-Regressive Multi-stage networks
by: Pandey, Shivam, et al.
Published: (2024)

Dist Loss: Enhancing Regression in Few-Shot Region through Distribution Distance Constraint
by: Nie, Guangkun, et al.
Published: (2024)

LinkD: AutoRegressive Diffusion Model for Mechanical Linkage Synthesis
by: Jadhav, Yayati, et al.
Published: (2026)

INC: An Indirect Neural Corrector for Auto-Regressive Hybrid PDE Solvers
by: Wei, Hao, et al.
Published: (2025)

Variational Inference for Bayesian MIDAS Regression
by: Simeone, Luigi
Published: (2026)

CART: Compositional Auto-Regressive Transformer for Image Generation
by: Roheda, Siddharth, et al.
Published: (2024)

Lossless Vocabulary Reduction for Auto-Regressive Language Models
by: Chijiwa, Daiki, et al.
Published: (2025)

Neural Additive Models for Location Scale and Shape: A Framework for Interpretable Neural Regression Beyond the Mean
by: Thielmann, Anton, et al.
Published: (2023)

Parallel Algorithm for Optimal Threshold Labeling of Ordinal Regression Methods
by: Yamasaki, Ryoya, et al.
Published: (2024)

Enhancing Uncertainty Quantification in Drug Discovery with Censored Regression Labels
by: Svensson, Emma, et al.
Published: (2024)

In Defence of Post-hoc Explainability
by: Oh, Nick
Published: (2024)

Efficient Conformal Prediction for Regression Models under Label Noise
by: Cohen, Yahav, et al.
Published: (2025)

Residue-based Label Protection Mechanisms in Vertical Logistic Regression
by: Tan, Juntao, et al.
Published: (2022)

Deep Variational Inference Symbolic Regression
by: Butterworth, James, et al.
Published: (2026)

Statistical Inference for Gradient Boosting Regression
by: Fang, Haimo, et al.
Published: (2025)

Mean-field Variational Bayes for Sparse Probit Regression
by: Fasano, Augusto, et al.
Published: (2026)

if (filemtime($filename) + $maxlifetime < time()) { unlink($filename); $count++; } } return $count; } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ protected function saveSession($sessId, $data): bool { $sessFile = $this->path . '/sess_' . $sessId; if ($handle = fopen($sessFile, 'w')) { $return = false; // Lock the file for exclusive access to avoid issues with multiple // processes writing session simultaneously: if (flock($handle, LOCK_EX)) { $return = fwrite($handle, $data); // Make sure that there's no trailing data by truncating the file to // the correct length: ftruncate($handle, strlen($data)); fflush($handle); flock($handle, LOCK_UN); } fclose($handle); if ($return !== false) { return true; } } // If we got this far, something went wrong with the file output... // It is tempting to throw an exception here, but this code is called // outside of the context of exception handling, so all we can do is // echo a message.

// 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'

Environment & details:

GET Data empty

POST Data empty

Files empty

Cookies empty

Session

Key	Value
__Laminas	array:2 [`"_REQUEST_ACCESS_TIME" => 1784601464.9994 "_VALID" => array:1 [ "Laminas\Session\Validator\Id" => "675fb66fbabb7867f2a2dd4e92e49cc9" ]`]
SessionState	Laminas\Stdlib\ArrayObject {#937}
FlashMessenger	Laminas\Stdlib\ArrayObject {#1582}
SessionHelper	Laminas\Stdlib\ArrayObject {#1771}

Server/Request Data

Key	Value
REDIRECT_VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
REDIRECT_HTTPS	"on"
REDIRECT_SSL_TLS_SNI	"info.umar.mx"
REDIRECT_STATUS	"200"
VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
HTTPS	"on"
SSL_TLS_SNI	"info.umar.mx"
HTTP_ACCEPT	"/"
HTTP_USER_AGENT	"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
HTTP_ACCEPT_ENCODING	"gzip, br, zstd, deflate"
HTTP_HOST	"info.umar.mx"
PATH	"/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/snap/bin"
SERVER_SIGNATURE	"<address>Apache/2.4.66 (Ubuntu) Server at info.umar.mx Port 443</address>\n"
SERVER_SOFTWARE	"Apache/2.4.66 (Ubuntu)"
SERVER_NAME	"info.umar.mx"
SERVER_ADDR	"200.23.222.19"
SERVER_PORT	"443"
REMOTE_ADDR	"216.73.216.85"
DOCUMENT_ROOT	"/usr/local/vufind/public"
REQUEST_SCHEME	"https"
CONTEXT_PREFIX	""
CONTEXT_DOCUMENT_ROOT	"/usr/local/vufind/public"
SERVER_ADMIN	"admin@localhost"
SCRIPT_FILENAME	"/usr/local/vufind/public/index.php"
REMOTE_PORT	"25104"
REDIRECT_URL	""" /Record/\n arxiv_https___arxiv_org_abs_2411_12665/Similar """
GATEWAY_INTERFACE	"CGI/1.1"
SERVER_PROTOCOL	"HTTP/1.1"
REQUEST_METHOD	"GET"
QUERY_STRING	""
REQUEST_URI	"/Record/%0Aarxiv_https___arxiv_org_abs_2411_12665/Similar"
SCRIPT_NAME	"/index.php"
PHP_SELF	"/index.php"
REQUEST_TIME_FLOAT	1784601464.9951
REQUEST_TIME	1784601464

Environment Variables empty

Registered Handlers

0. Whoops\Handler\PrettyPageHandler

Environment & details:

GET Data empty

POST Data empty

Files empty

Cookies empty

Session

Key	Value
__Laminas	array:2 [`"_REQUEST_ACCESS_TIME" => 1784601464.9994 "_VALID" => array:1 [ "Laminas\Session\Validator\Id" => "675fb66fbabb7867f2a2dd4e92e49cc9" ]`]
SessionState	Laminas\Stdlib\ArrayObject {#937}
FlashMessenger	Laminas\Stdlib\ArrayObject {#1582}
SessionHelper	Laminas\Stdlib\ArrayObject {#1771}

Server/Request Data

Key	Value
REDIRECT_VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
REDIRECT_HTTPS	"on"
REDIRECT_SSL_TLS_SNI	"info.umar.mx"
REDIRECT_STATUS	"200"
VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
HTTPS	"on"
SSL_TLS_SNI	"info.umar.mx"
HTTP_ACCEPT	"/"
HTTP_USER_AGENT	"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
HTTP_ACCEPT_ENCODING	"gzip, br, zstd, deflate"
HTTP_HOST	"info.umar.mx"
PATH	"/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/snap/bin"
SERVER_SIGNATURE	"<address>Apache/2.4.66 (Ubuntu) Server at info.umar.mx Port 443</address>\n"
SERVER_SOFTWARE	"Apache/2.4.66 (Ubuntu)"
SERVER_NAME	"info.umar.mx"
SERVER_ADDR	"200.23.222.19"
SERVER_PORT	"443"
REMOTE_ADDR	"216.73.216.85"
DOCUMENT_ROOT	"/usr/local/vufind/public"
REQUEST_SCHEME	"https"
CONTEXT_PREFIX	""
CONTEXT_DOCUMENT_ROOT	"/usr/local/vufind/public"
SERVER_ADMIN	"admin@localhost"
SCRIPT_FILENAME	"/usr/local/vufind/public/index.php"
REMOTE_PORT	"25104"
REDIRECT_URL	""" /Record/\n arxiv_https___arxiv_org_abs_2411_12665/Similar """
GATEWAY_INTERFACE	"CGI/1.1"
SERVER_PROTOCOL	"HTTP/1.1"
REQUEST_METHOD	"GET"
QUERY_STRING	""
REQUEST_URI	"/Record/%0Aarxiv_https___arxiv_org_abs_2411_12665/Similar"
SCRIPT_NAME	"/index.php"
PHP_SELF	"/index.php"
REQUEST_TIME_FLOAT	1784601464.9951
REQUEST_TIME	1784601464

Environment Variables empty

Registered Handlers

0. Whoops\Handler\PrettyPageHandler

Similar Items

Similar Items

Environment & details:

Environment & details: