972 citations
- University of CyprusCY35 papers
- Goethe University FrankfurtDE19 papers
- Centre National de la Recherche ScientifiqueFR16 papers
- GSI Helmholtz Centre for Heavy Ion ResearchDE16 papers
- Institut National de Physique Nucléaire et de Physique des ParticulesFR16 papers
- Jagiellonian UniversityPL16 papers
- Joint Institute for Nuclear ResearchRU16 papers
- Justus-Liebig-Universität GießenDE16 papers
- LIP - Laboratory of Instrumentation and Experimental Particle PhysicsPT16 papers
- Technical University of MunichDE16 papers
- Czech Academy of Sciences, Nuclear Physics InstituteCZ15 papers
- Helmholtz-Zentrum Dresden-RossendorfDE15 papers
59 papers
Kathleen: Oscillator-Based Byte-Level Text Classification Without Tokenization or Attention
George Fountzoulas
We present Kathleen, a text classification architecture that operates directly on raw UTF-8 bytes using frequency-domain processing -- requiring no tokenizer, no attention mechanis…
Standardized Images and Evaluation Metrics for Tomography
Anna Frixou, Theodoros Leontiou, Efstathios Stiliaris +1
Advances in instrumentation and computation have enabled increasingly sophisticated tomographic reconstruction methods. However, existing evaluation practices -- often based on sim…
Vesicoureteral Reflux Detection with Reliable Probabilistic Outputs
Harris Papadopoulos, George Anastassopoulos
Vesicoureteral Reflux (VUR) is a pediatric disorder in which urine flows backwards from the bladder to the upper urinary tract. Its detection is of great importance as it increases…
Android Malware Detection with Unbiased Confidence Guarantees
Harris Papadopoulos, Nestoras Georgiou, Charalambos Eliades +1
The impressive growth of smartphone devices in combination with the rising ubiquity of using mobile platforms for sensitive applications such as Internet banking, have triggered a…
Reliable Probabilistic Classification with Neural Networks
Harris Papadopoulos
Venn Prediction (VP) is a new machine learning framework for producing well-calibrated probabilistic predictions. In particular it provides well-calibrated lower and upper bounds f…
Reliable Prediction Intervals with Regression Neural Networks
Harris Papadopoulos, Haris Haralambous
This paper proposes an extension to conventional regression Neural Networks (NNs) for replacing the point predictions they produce with prediction intervals that satisfy a required…