Computer Science - Machine Learning

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Machine Learning Ensuring Fairness in Data with FVNNs

FVNNs provide a fair approach to data analysis and predictions.

Andrea Cavallo, Madeline Navarro, Santiago Segarra

2025-06-04T22:48:32+00:00 ― 4 min read

Machine Learning Advancing Protein Design with GameOpt

GameOpt innovates protein design through efficient optimization techniques.

Melis Ilayda Bal, Pier Giuseppe Sessa, Mojmir Mutny

2025-06-04T22:42:51+00:00 ― 6 min read

Machine Learning Advancing Machine Learning with Continual Learning Methods

A novel approach to address memory issues in machine learning.

Indu Solomon, Aye Phyu Phyu Aung, Uttam Kumar

2025-06-04T22:31:06+00:00 ― 5 min read

Machine Learning Reconstructing Utility Functions in Sensor Networks

A method for estimating sensor objectives amidst noisy observations.

Luke Snow, Vikram Krishnamurthy

2025-06-04T22:04:25+00:00 ― 5 min read

Machine Learning Advancements in Motion Prediction for Self-Driving Cars

CASPFormer innovates trajectory prediction using bird’s eye view images.

Harsh Yadav, Maximilian Schaefer, Kun Zhao

2025-06-04T21:59:30+00:00 ― 6 min read

Machine Learning Advancing RUL Prediction for Optical Fiber Amplifiers

New model enhances lifetime predictions of optical fiber amplifiers, improving network reliability.

Dominic Schneider, Lutz Rapp

2025-06-04T21:15:50+00:00 ― 5 min read

Computer Vision and Pattern Recognition The Importance of Reporting Variability in Medical Imaging AI

Reliable AI in medical imaging needs clear reports on performance variability.

Evangelia Christodoulou, Annika Reinke, Rola Houhou

2025-06-04T21:04:12+00:00 ― 5 min read

Information Retrieval Streamlining Ranking Systems with Few Examples

A new method improves search rankings using fewer examples.

Nilanjan Sinhababu, Andrew Parry, Debasis Ganguly

2025-06-04T20:32:36+00:00 ― 5 min read

Information Retrieval Advancing Top-K Recommendations with Generative Models

Research improves recommendation systems by predicting multiple items at once.

Anna Volodkevich, Danil Gusak, Anton Klenitskiy

2025-06-04T20:16:48+00:00 ― 6 min read

Machine Learning SAMBA: A New Approach to Brain Research

SAMBA combines EEG and fMRI data for improved understanding of brain activity.

Arman Afrasiyabi, Dhananjay Bhaskar, Erica L. Busch

2025-06-04T19:49:48+00:00 ― 5 min read

Information Retrieval Introducing GLIMPSE: An Innovative News Recommendation Method

A new method improves personalized news recommendations through efficient ranking techniques.

Nithish Kannen, Yao Ma, Gerrit J. J. van den Burg

2025-06-04T19:45:12+00:00 ― 9 min read

Cryptography and Security Improving LLM Safety: The MoJE Approach

MoJE enhances guardrails for LLMs, tackling jailbreak attacks effectively.

Giandomenico Cornacchia, Giulio Zizzo, Kieran Fraser

2025-06-04T19:29:24+00:00 ― 7 min read

Machine Learning A New Approach to Graph Edit Distance Estimation

Introducing a neural model that improves graph similarity measurements by considering edit costs.

Eeshaan Jain, Indradyumna Roy, Saswat Meher

2025-06-04T19:21:30+00:00 ― 7 min read

Machine Learning Examining Transformers' Memorization Capacity

This study analyzes how well Transformers can memorize data in various contexts.

Tokio Kajitsuka, Issei Sato

2025-06-04T19:05:42+00:00 ― 10 min read

Machine Learning Advancements in Chemical Process Modeling

New modeling techniques improve predictions in chemical processes.

Eike Cramer

2025-06-04T17:54:36+00:00 ― 6 min read

Machine Learning Analyzing Neural Networks with Quiver Representation Theory

A new method enhances understanding and reliability of neural networks.

Samuel Leblanc, Aiky Rasolomanana, Marco Armenta

2025-06-04T17:48:29+00:00 ― 5 min read

Cryptography and Security Protecting Privacy with Differential Privacy

A look at how differential privacy safeguards individual data in a data-driven world.

Weijie J. Su

2025-06-04T17:48:08+00:00 ― 6 min read

Machine Learning A New Method for Hypergraph Analysis

Introducing an efficient approach for analyzing complex relationships in hypergraphs.

Pavel Procházka, Marek Dědič, Lukáš Bajer

2025-06-04T17:38:48+00:00 ― 7 min read

Machine Learning Neural P M: Advancing GNNs for Molecular Analysis

A new method for improving GNNs in molecular analysis.

Yusong Wang, Chaoran Cheng, Shaoning Li

2025-06-04T17:30:54+00:00 ― 6 min read

Machine Learning Improving Efficiency in Distributed Machine Learning

Investigating local updates for better communication in adaptive optimization methods.

Ziheng Cheng, Margalit Glasgow

2025-06-04T17:22:16+00:00 ― 7 min read

Computer Vision and Pattern Recognition Enhancing Self-Driving Cars with Counterfactual Explanations

A new approach improves self-driving car safety through counterfactual examples.

Amir Samadi, Konstantinos Koufos, Kurt Debattista

2025-06-04T17:07:12+00:00 ― 5 min read

Machine Learning Improving Model Performance with Logit Adjustment

This study discusses enhancing model accuracy for long-tailed data using logit adjustment.

Naoya Hasegawa, Issei Sato

2025-06-04T16:27:42+00:00 ― 7 min read

Machine Learning Hypergraphs: A New Lens on Data Complexity

Hypergraphs and diffusion wavelets offer deeper insights into complex data interactions.

Xingzhi Sun, Charles Xu, João F. Rocha

2025-06-04T16:08:00+00:00 ― 5 min read

Computation and Language Improving Language Models with MIPO Method

MIPO optimizes language models by adjusting reference model influence based on data alignment.

Cheolhun Jang

2025-06-04T15:24:30+00:00 ― 5 min read

Machine Learning New Framework for Efficient Distributed Clustering

A novel approach to clustering that enhances efficiency and maintains quality in distributed environments.

Hang Zhang, Yang Xu, Lei Gong

2025-06-04T15:17:56+00:00 ― 5 min read

Machine Learning Advancements in Heart Monitoring with ConvexECG

New method improves ECG accuracy while minimizing complexity.

Rayan Ansari, John Cao, Sabyasachi Bandyopadhyay

2025-06-04T14:44:58+00:00 ― 6 min read

Machine Learning Clustering Data in Hyperbolic Spaces

A new approach to clustering using Hyperbolic Spaces improves accuracy and efficiency.

Sagar Ghosh, Swagatam Das

2025-06-04T14:27:52+00:00 ― 5 min read

Machine Learning Introducing XNet: A New Approach to Function Modeling

XNet leverages the Cauchy Activation Function for improved accuracy in complex data tasks.

Xin Li, Zhihong Xia, Hongkun Zhang

2025-06-04T14:13:24+00:00 ― 7 min read

Materials Science Advancements in Magnetic Materials Research

A new database accelerates the discovery of magnetic materials for various applications.

Suman Itani, Yibo Zhang, Jiadong Zang

2025-06-04T13:51:48+00:00 ― 6 min read

Machine Learning Introducing Polyatomic Complexes: A New Chemical Structure Representation

A new method improves chemical structure representation for enhanced analysis and efficiency.

Rahul Khorana, Marcus Noack, Jin Qian

2025-06-04T13:43:57+00:00 ― 6 min read

Machine Learning Advancements in Anomaly Detection Techniques

Discover how tensor networks enhance anomaly detection across various fields.

Alejandro Mata Ali, Aitor Moreno Fdez. de Leceta, Jorge López Rubio

2025-06-04T13:20:24+00:00 ― 4 min read

Computer Vision and Pattern Recognition Addressing Risks in Text-to-Image Models

This article discusses safety issues in text-to-image models and proposes solutions.

Tong Liu, Zhixin Lai, Gengyuan Zhang

2025-06-04T12:22:48+00:00 ― 6 min read

Machine Learning Analyzing Gender Wage Gaps Through Modern Models

Research reveals deeper insights into wage disparities using advanced models.

Keyon Vafa, Susan Athey, David M. Blei

2025-06-04T11:57:40+00:00 ― 6 min read

Machine Learning A New Approach to Continuous Kernels in Image Processing

Continuous Fourier Convolutions improve efficiency in image recognition tasks.

Clayton Harper, Luke Wood, Peter Gerstoft

2025-06-04T11:07:36+00:00 ― 5 min read

Computation and Language Advancements in AI Dialogue Systems: A New Approach

AI is evolving to engage in more natural conversations.

Bandhav Veluri, Benjamin N Peloquin, Bokai Yu

2025-06-04T10:44:15+00:00 ― 5 min read

Machine Learning Memorization in Self-Supervised Learning Models

Examining how SSL models memorize data points and its implications.

Wenhao Wang, Adam Dziedzic, Michael Backes

2025-06-04T10:40:06+00:00 ― 7 min read

Computation and Language Gradual Stacking: A Path to Better Training

New methods in model training enhance reasoning abilities and efficiency.

Nikunj Saunshi, Stefani Karp, Shankar Krishnan

2025-06-04T10:32:12+00:00 ― 5 min read

Artificial Intelligence Understanding AI Agents Through Policy Graphs

A guide to explaining AI agent behavior using Policy Graphs for better trust.

Victor Gimenez-Abalos, Sergio Alvarez-Napagao, Adrian Tormos

2025-06-04T10:24:18+00:00 ― 5 min read

Computer Science and Game Theory The Impact of Automated Pricing Systems on Market Prices

Automated pricing may lead to unexpectedly high prices without direct collusion.

Eshwar Ram Arunachaleswaran, Natalie Collina, Sampath Kannan

2025-06-04T10:20:12+00:00 ― 4 min read

Computer Vision and Pattern Recognition Advancements in Token Pruning for SSMs

New methods improve efficiency and accuracy in SSM-based vision models.

Zheng Zhan, Zhenglun Kong, Yifan Gong

2025-06-04T10:16:24+00:00 ― 5 min read