Publications

1615 results for Machine Learning

Autoencoder based on Graph and Recurrent Neural Networks and Application to Property Prediction
- - Akihiro Kishimoto
  - Hiroshi Kajino
  - et al.
- 2023
- MRS Fall Meeting 2023
Poster
Tutorial-HEPack4ML '23: Advanced HE Packing Methods with Applications to ML
- - Ehud Aharoni
  - Nir Drucker
  - et al.
- 2023
- CCS 2023
Workshop paper
Certified Robustness of Static Deep Learning-based Malware Detectors against Patch and Append Attacks
- - Daniel Gibert
  - Giulio Zizzo
  - et al.
- 2023
- CCS 2023
Workshop paper
Direct Sampling for Spatially Variable Extreme Event Generation in Resampling-Based Stochastic Weather Generators
- - Jorge Guevara
  - Maria Garcia
  - et al.
- 2023
- J. Adv. Model. Earth Syst.
Paper
ALFA: Active Learning for Graph Neural Network-Based Semantic Schema Alignment
- - Venkata Vamsikrishna Meduri
  - Abdul Quamar
  - et al.
- 2023
- VLDB Journal
Paper
Formulation Graphs for Mapping Structure-Composition of Battery Electrolytes to Device Performance
- - Vidushi Sharma
  - Maxwell Giammona
  - et al.
- 2023
- J. Chem. Inf. Model.
Paper
Linking tabular columns to unseen ontologies
- - Sarthak Dash
  - Sugato Bagchi
  - et al.
- 2023
- ISWC 2023
Conference paper
Conversational GUI for Semantic Automation Layer
- - Daniel Karl I. Weidele
  - Gaetano Rossiello
  - et al.
- 2023
- ISWC 2023
Conference paper
The Scholarly QALD Challenge
- - Debayan Banerjee
  - Mohamad Yaser Jaradeh
  - et al.
- 2023
- ISWC 2023
Workshop
CHaracterising Effects of Air Quality In Maternal, Newborn and Child Health: The CHEAQI-MNCH Research Project: an impact and attribution study
- - Tatenda Makanga
  - Tamara Rosemary Govindasamy
  - et al.
- 2023
- DS-I Africa Consortium Meeting 2023
Poster