:: Library Catalog

Guardado en:

Detalles Bibliográficos
Autores principales:	Balakrishnan, Sivaraman, Haghtalab, Nika, Hsu, Daniel, Lee, Brian, Zhao, Eric
Formato:	Preprint
Publicado:	2025
Materias:	Machine Learning
Acceso en línea:	https://arxiv.org/abs/2510.27638
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

On-Demand Sampling: Learning Optimally from Multiple Distributions
por: Haghtalab, Nika, et al.
Publicado: (2022)

From Style to Facts: Mapping the Boundaries of Knowledge Injection with Finetuning
por: Zhao, Eric, et al.
Publicado: (2025)

Learning With Multi-Group Guarantees For Clusterable Subpopulations
por: Dai, Jessica, et al.
Publicado: (2024)

Diffusion Language Models are Provably Optimal Parallel Samplers
por: Jiang, Haozhe, et al.
Publicado: (2025)

On Surjectivity of Neural Networks: Can you elicit any behavior from your model?
por: Jiang, Haozhe, et al.
Publicado: (2025)

Algorithmic Content Selection and the Impact of User Disengagement
por: Calvano, Emilio, et al.
Publicado: (2024)

ShakyPrepend: A Multi-Group Learner with Improved Sample Complexity
por: Zhang, Lujing, et al.
Publicado: (2026)

Truthfulness of Calibration Measures
por: Haghtalab, Nika, et al.
Publicado: (2024)

Stability Bounds for Smooth Optimal Transport Maps and their Statistical Implications
por: Balakrishnan, Sivaraman, et al.
Publicado: (2025)

Sample-Adaptivity Tradeoff in On-Demand Sampling
por: Haghtalab, Nika, et al.
Publicado: (2025)

Distortion of AI Alignment: Does Preference Optimization Optimize for Preferences?
por: Gölz, Paul, et al.
Publicado: (2025)

Delegating Data Collection in Decentralized Machine Learning
por: Ananthakrishnan, Nivasini, et al.
Publicado: (2023)

Statistical Inference for Optimal Transport Maps: Recent Advances and Perspectives
por: Balakrishnan, Sivaraman, et al.
Publicado: (2025)

Is Knowledge Power? On the (Im)possibility of Learning from Strategic Interactions
por: Ananthakrishnan, Nivasini, et al.
Publicado: (2024)

Smooth Nash Equilibria: Algorithms and Complexity
por: Daskalakis, Constantinos, et al.
Publicado: (2023)

Learning in Stackelberg Games with Non-myopic Agents
por: Haghtalab, Nika, et al.
Publicado: (2022)

Plugin Estimation of Smooth Optimal Transport Maps
por: Manole, Tudor, et al.
Publicado: (2021)

Can Probabilistic Feedback Drive User Impacts in Online Platforms?
por: Dai, Jessica, et al.
Publicado: (2024)

Improved Bayes Risk Can Yield Reduced Social Welfare Under Competition
por: Jagadeesan, Meena, et al.
Publicado: (2023)

Covert Malicious Finetuning: Challenges in Safeguarding LLM Adaptation
por: Halawi, Danny, et al.
Publicado: (2024)

The Fundamental Limits of Structure-Agnostic Functional Estimation
por: Balakrishnan, Sivaraman, et al.
Publicado: (2023)

On Robust Hypothesis Testing with respect to the Hellinger Distance
por: Modak, Eeshan, et al.
Publicado: (2025)

Subliminal Effects in Your Data: A General Mechanism via Log-Linearity
por: Aden-Ali, Ishaq, et al.
Publicado: (2026)

Any2Graph: Deep End-To-End Supervised Graph Prediction With An Optimal Transport Loss
por: Krzakala, Paul, et al.
Publicado: (2024)

Semi-Supervised U-statistics
por: Kim, Ilmun, et al.
Publicado: (2024)

ECG Latent Feature Extraction with Autoencoders for Downstream Prediction Tasks
por: Harvey, Christopher, et al.
Publicado: (2025)

Fairness-Optimized Synthetic EHR Generation for Arbitrary Downstream Predictive Tasks
por: Tarek, Mirza Farhan Bin, et al.
Publicado: (2024)

Comparison of Autoencoder Encodings for ECG Representation in Downstream Prediction Tasks
por: Harvey, Christopher J., et al.
Publicado: (2024)

Smoke and Mirrors in Causal Downstream Tasks
por: Cadei, Riccardo, et al.
Publicado: (2024)

Double Cross-fit Doubly Robust Estimators: Beyond Series Regression
por: McClean, Alec, et al.
Publicado: (2024)

Mixing Configurations for Downstream Prediction
por: Wang, Juntang, et al.
Publicado: (2025)

Dataset Representativeness and Downstream Task Fairness
por: Borza, Victor, et al.
Publicado: (2024)

AnyLoss: Transforming Classification Metrics into Loss Functions
por: Han, Doheon, et al.
Publicado: (2024)

Symbolic Representation for Any-to-Any Generative Tasks
por: Chen, Jiaqi, et al.
Publicado: (2025)

Handling Missing Data in Downstream Tasks With Distribution-Preserving Guarantees
por: Bordoloi, Rahul, et al.
Publicado: (2025)

Aligning the Evaluation of Probabilistic Predictions with Downstream Value
por: Shahroudi, Novin, et al.
Publicado: (2025)

Nexus: Same Pretraining Loss, Better Downstream Generalization via Common Minima
por: Chen, Huanran, et al.
Publicado: (2026)

Attacking Attention of Foundation Models Disrupts Downstream Tasks
por: Silva, Hondamunige Prasanna, et al.
Publicado: (2025)

Task-tailored Pre-processing: Fair Downstream Supervised Learning
por: Sohn, Jinwon, et al.
Publicado: (2026)

How to Boost Any Loss Function
por: Nock, Richard, et al.
Publicado: (2024)

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

Key	Value
ui	"standard"
language	"es"
VUFIND_SESSION	"fd90f28dc2a14ca468e575c7ca9453fb"

Session

Key	Value
__Laminas	array:2 [`"_REQUEST_ACCESS_TIME" => 1784383906.0245 "_VALID" => array:1 [ "Laminas\Session\Validator\Id" => "fd90f28dc2a14ca468e575c7ca9453fb" ]`]
SessionState	Laminas\Stdlib\ArrayObject {#938}
FlashMessenger	Laminas\Stdlib\ArrayObject {#1583}
SessionHelper	Laminas\Stdlib\ArrayObject {#1772}

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_COOKIE	"ui=standard; language=es; VUFIND_SESSION=fd90f28dc2a14ca468e575c7ca9453fb"
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	"216.73.217.30"
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	"15363"
REDIRECT_URL	""" /Record/\n arxiv_https___arxiv_org_abs_2510_27638/Similar """
GATEWAY_INTERFACE	"CGI/1.1"
SERVER_PROTOCOL	"HTTP/1.1"
REQUEST_METHOD	"GET"
QUERY_STRING	""
REQUEST_URI	"/Record/%0Aarxiv_https___arxiv_org_abs_2510_27638/Similar"
SCRIPT_NAME	"/index.php"
PHP_SELF	"/index.php"
REQUEST_TIME_FLOAT	1784383906.0195
REQUEST_TIME	1784383906

Environment Variables empty

Registered Handlers

0. Whoops\Handler\PrettyPageHandler