Tootfinder

Interpretable Generative and Discriminative Learning for Multimodal and Incomplete Clinical Data
Albert Belenguer-Llorens, Carlos Sevilla-Salcedo, Janaina Mourao-Miranda, Vanessa G\'omez-Verdejo
https://arxiv.org/abs/2510.09513

Interpretable Generative and Discriminative Learning for Multimodal and Incomplete Clinical Data
Real-world clinical problems are often characterized by multimodal data, usually associated with incomplete views and limited sample sizes in their cohorts, posing significant limitations for machine learning algorithms. In this work, we propose a Bayesian approach designed to efficiently handle these challenges while providing interpretable solutions. Our approach integrates (1) a generative formulation to capture cross-view relationships with a semi-supervised strategy, and (2) a discriminati…

D\'er\'everb\'eration non-supervis\'ee de la parole par mod\`ele hybride
Louis Bahrman (IDS, S2A), Mathieu Fontaine (IDS, S2A), Ga\"el Richard (IDS, S2A)
https://arxiv.org/abs/2510.09025

Déréverbération non-supervisée de la parole par modèle hybride
This paper introduces a new training strategy to improve speech dereverberation systems in an unsupervised manner using only reverberant speech. Most existing algorithms rely on paired dry/reverberant data, which is difficult to obtain. Our approach uses limited acoustic information, like the reverberation time (RT60), to train a dereverberation system. Experimental results demonstrate that our method achieves more consistent performance across various objective metrics than the state-of-the-ar…

A Neural Surrogate-Enhanced Multi-Method Framework for Robust Wing Design Optimization
Arash Fath Lipaei, AmirHossein Ghaemi, Melika Sabzikari
https://arxiv.org/abs/2510.08582 h…

A Neural Surrogate-Enhanced Multi-Method Framework for Robust Wing Design Optimization
This paper introduces a modular and scalable design optimization framework for the wing design process that enables faster early-phase design while ensuring aerodynamic stability. The pipeline starts with the generation of initial wing geometries and then proceeds to optimize the wing using several algorithms. Aerodynamic performance is assessed using a Vortex Lattice Method (VLM) applied to a carefully selected dataset of wing configurations. These results are employed to develop surrogate neu…

Are diffusion models ready for materials discovery in unexplored chemical space?
Sanghyun Kim, Gihyeon Jeon, Seungwoo Hwang, Jiho Lee, Jisu Jung, Seungwu Han, Sungwoo Kang
https://arxiv.org/abs/2510.09406

Are diffusion models ready for materials discovery in unexplored chemical space?
While diffusion models are attracting increasing attention for the design of novel materials, their ability to generate low-energy structures in unexplored chemical spaces has not been systematically assessed. Here, we evaluate the performance of two diffusion models, MatterGen and DiffCSP, against three databases: a ternary oxide set (constructed by a genetic algorithm), a ternary nitride set (constructed by template informatics), and the GNoME database (constructed by a combination of both). …

My art, but not my video[1] for #Genuary9 #Genuary2026: Crazy Automata
C-SCAPE (2022), a piece of multiple co-evolving cellular automata, running as a massive projection as part of the ALGORYTHMS group exhibition at Collective, Oslo (August 2023).

🇺🇦 #NowPlaying on BBCRadio3's #ClassicalLive
Augusta Holmès, Jane Glover & BBC Concert Orchestra:
🎵 Allegro Ferroce
#AugustaHolmès #JaneGlover #BBCConcertOrchestra

Someone asked me, “Have you read the latest Dan Brown?” There’s actually a mention of MISP in The Secret of Secrets. And yes, it fits surprisingly well within the story. Alex Conan (who assists Jonas Faukman in the investigation) mentions that he detected the activity using FTK, and that the indicators were later reused by the threat actor (having a hit on a MISP instance).

“But before I could build the algorithm, my FTK scan returned a hit. One of
the IoCs from th…

The US DOJ settles its case against RealPage, which was accused of building algorithms that allowed landlords to illegally collude to drive up rental prices (Thomas Barrabi/New York Post)
https://nypost.com/2025/11/24/busin…

Exclusive | DOJ settles case accusing real estate tech firm RealPage of enabling landlords to collude on sky-high rents
The Justice Department has settled its case against real estate tech firm RealPage, which faced bombshell allegations of building algorithms that allowed landlords to illegally collude to jack up r…

Once limited to policing the nation’s boundaries,
the Border Patrol has built a surveillance system stretching into the country’s interior
that can monitor ordinary Americans’ daily actions and connections for anomalies instead of simply targeting wanted suspects.
The U.S. Border Patrol is monitoring millions of American drivers nationwide in a secretive program to identify and detain people whose travel patterns it deems suspicious, The Associated Press has found.
The …

Border Patrol monitors US drivers and detains Americans for ‘suspicious’ travel
The U.S. Border Patrol is monitoring millions of American drivers nationwide in a secretive program to identify and detain people whose travel patterns it deems suspicious. The Associated Press has found that the predictive intelligence program has resulted in people being stopped, searched, and in some cases arrested. A network of cameras scans and records vehicle license plate information, and an algorithm flags vehicles deemed suspicious based on where they came from, where they were going, …

Surveillance tools exported by China, based on US tech and obtained by Chinese companies, to countries like Nepal are being used to stifle Tibetan refugees (Associated Press)
https://apnews.com/article/china-tibet-nepal-sur…

Chinese surveillance based on US tech is used to silence Tibetans in Nepal
Nepal is just one of at least 150 countries to which Chinese companies are supplying surveillance technology, from cameras in Vietnam to censorship firewalls in Pakistan to citywide monitoring systems in Kenya. This technology is now a key part of China’s push for global influence, as it provides cash-strapped governments cost-effective, if invasive, forms of policing — turning algorithms and data into a force multiplier for control. The irony at the heart of this digital authoritarianism i…