:: Library Catalog

Saved in:

Bibliographic Details
Main Authors:	Franzese, Giulio, Martini, Mattia, Corallo, Giulio, Papotti, Paolo, Michiardi, Pietro
Format:	Preprint
Published:	2024
Subjects:	Machine Learning
Online Access:	https://arxiv.org/abs/2410.03368
Tags:	Add Tag No Tags, Be the first to tag this record!

INFO-SEDD: Continuous Time Markov Chains as Scalable Information Metrics Estimators
by: Foresti, Alberto, et al.
Published: (2025)

Learning to Match Unpaired Data with Minimum Entropy Coupling
by: Bounoua, Mustapha, et al.
Published: (2025)

S$Ω$I: Score-based O-INFORMATION Estimation
by: Bounoua, Mustapha, et al.
Published: (2024)

Improved Sampling Schedules for Discrete Diffusion Models
by: Foresti, Alberto, et al.
Published: (2026)

Parallel Context-of-Experts Decoding for Retrieval Augmented Generation
by: Corallo, Giulio, et al.
Published: (2026)

Beyond RAG: Task-Aware KV Cache Compression for Comprehensive Knowledge Reasoning
by: Corallo, Giulio, et al.
Published: (2025)

Relative Entropy Estimation in Function Space: Theory and Applications to Trajectory Inference
by: Wang, Chao, et al.
Published: (2026)

Finch: Prompt-guided Key-Value Cache Compression
by: Corallo, Giulio, et al.
Published: (2024)

RFMI: Estimating Mutual Information on Rectified Flow for Text-to-Image Alignment
by: Wang, Chao, et al.
Published: (2025)

TENDE: Transfer Entropy Neural Diffusion Estimation
by: Munoz, Simon Pedro Galeano, et al.
Published: (2025)

Information Theoretic Text-to-Image Alignment
by: Wang, Chao, et al.
Published: (2024)

In Praise of Stubbornness: An Empirical Case for Cognitive-Dissonance Aware Continual Update of Knowledge in LLMs
by: Clemente, Simone, et al.
Published: (2025)

A Word is Worth 4-bit: Efficient Log Parsing with Binary Coded Decimal Recognition
by: Srivastava, Prerak, et al.
Published: (2025)

Scaling Laws for Uncertainty in Deep Learning
by: Rosso, Mattia, et al.
Published: (2025)

An efficient neuromorphic approach for collision avoidance combining Stack-CNN with event cameras
by: Coretti, Antonio Giulio, et al.
Published: (2025)

Theory of Speciation Transitions in Diffusion Models with General Class Structure
by: Achilli, Beatrice, et al.
Published: (2026)

Think2SQL: Reinforce LLM Reasoning Capabilities for Text2SQL
by: Papicchio, Simone, et al.
Published: (2025)

Energy-GNoME: A Living Database of Selected Materials for Energy Applications
by: De Angelis, Paolo, et al.
Published: (2024)

Dynamical Regimes of Diffusion Models
by: Biroli, Giulio, et al.
Published: (2024)

How Worst-Case Are Adversarial Attacks? Linking Adversarial and Perturbation Robustness
by: Rossolini, Giulio
Published: (2026)

Task Ecologies and the Evolution of World-Tracking Representations in Large Language Models
by: Riva, Giulio Valentino Dalla
Published: (2026)

Variable Selection in Maximum Mean Discrepancy for Interpretable Distribution Comparison
by: Mitsuzawa, Kensuke, et al.
Published: (2023)

Retrieve, Merge, Predict: Augmenting Tables with Data Lakes
by: Cappuzzo, Riccardo, et al.
Published: (2024)

Data Augmentation for Traffic Classification
by: Wang, Chao, et al.
Published: (2024)

Optimizing Noise Schedules of Generative Models in High Dimensionss
by: Aranguri, Santiago, et al.
Published: (2025)

Why Diffusion Models Don't Memorize: The Role of Implicit Dynamical Regularization in Training
by: Bonnaire, Tony, et al.
Published: (2025)

Fine-grained Attention in Hierarchical Transformers for Tabular Time-series
by: Azorin, Raphael, et al.
Published: (2024)

Compositional Symmetry as Compression: Lie Pseudogroup Structure in Algorithmic Agents
by: Ruffini, Giulio
Published: (2025)

Latent Plan Transformer for Trajectory Abstraction: Planning as Latent Space Inference
by: Kong, Deqian, et al.
Published: (2024)

In-Context Planning with Latent Temporal Abstractions
by: Luo, Baiting, et al.
Published: (2026)

Learning Page Order in Shuffled WOO Releases
by: Kahraman, Efe, et al.
Published: (2026)

Elevating Defenses: Bridging Adversarial Training and Watermarking for Model Resilience
by: Thakkar, Janvi, et al.
Published: (2023)

Random Dot Product Graphs as Dynamical Systems: Limitations and Opportunities
by: Riva, Giulio Valentino Dalla
Published: (2026)

Diffusion-Based Generation of Neural Activity from Disentangled Latent Codes
by: McCart, Jonathan D., et al.
Published: (2024)

Differentially Private and Adversarially Robust Machine Learning: An Empirical Evaluation
by: Thakkar, Janvi, et al.
Published: (2024)

Physics-Informed Learning for Human Whole-Body Kinematics Prediction via Sparse IMUs
by: Guo, Cheng, et al.
Published: (2025)

On the Hidden Objective Biases of Group-based Reinforcement Learning
by: Fontana, Aleksandar, et al.
Published: (2026)

GTPO: Stabilizing Group Relative Policy Optimization via Gradient and Entropy Control
by: Simoni, Marco, et al.
Published: (2025)

Hyperbolic Geometric Latent Diffusion Model for Graph Generation
by: Fu, Xingcheng, et al.
Published: (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
language	"en"
ui	"standard"
VUFIND_SESSION	"7c1040546cc8a9ed34fbf00ff0e187af"

Session

Key	Value
__Laminas	array:2 [`"_REQUEST_ACCESS_TIME" => 1784417529.2287 "_VALID" => array:1 [ "Laminas\Session\Validator\Id" => "7c1040546cc8a9ed34fbf00ff0e187af" ]`]
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	"language=en; ui=standard; VUFIND_SESSION=7c1040546cc8a9ed34fbf00ff0e187af"
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	"5319"
REDIRECT_URL	""" /Record/\n arxiv_https___arxiv_org_abs_2410_03368/Similar """
GATEWAY_INTERFACE	"CGI/1.1"
SERVER_PROTOCOL	"HTTP/1.1"
REQUEST_METHOD	"GET"
QUERY_STRING	""
REQUEST_URI	"/Record/%0Aarxiv_https___arxiv_org_abs_2410_03368/Similar"
SCRIPT_NAME	"/index.php"
PHP_SELF	"/index.php"
REQUEST_TIME_FLOAT	1784417529.2229
REQUEST_TIME	1784417529

Environment Variables empty

Registered Handlers

0. Whoops\Handler\PrettyPageHandler

Environment & details:

GET Data empty

POST Data empty

Files empty

Key	Value
language	"en"
ui	"standard"
VUFIND_SESSION	"7c1040546cc8a9ed34fbf00ff0e187af"

Session

Key	Value
__Laminas	array:2 [`"_REQUEST_ACCESS_TIME" => 1784417529.2287 "_VALID" => array:1 [ "Laminas\Session\Validator\Id" => "7c1040546cc8a9ed34fbf00ff0e187af" ]`]
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	"language=en; ui=standard; VUFIND_SESSION=7c1040546cc8a9ed34fbf00ff0e187af"
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	"5319"
REDIRECT_URL	""" /Record/\n arxiv_https___arxiv_org_abs_2410_03368/Similar """
GATEWAY_INTERFACE	"CGI/1.1"
SERVER_PROTOCOL	"HTTP/1.1"
REQUEST_METHOD	"GET"
QUERY_STRING	""
REQUEST_URI	"/Record/%0Aarxiv_https___arxiv_org_abs_2410_03368/Similar"
SCRIPT_NAME	"/index.php"
PHP_SELF	"/index.php"
REQUEST_TIME_FLOAT	1784417529.2229
REQUEST_TIME	1784417529

Environment Variables empty

Registered Handlers

0. Whoops\Handler\PrettyPageHandler

Similar Items

Similar Items

Environment & details:

Environment & details: