Charles Dickens

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Demand Forecasting

Statistical Relational Learning

Graphical Models

Symbolic Reasoning

Top Venues

Publications

Charles Dickens, Changyu Gao, Connor Pryor, Stephen J. Wright, Lise Getoor
Convex and Bilevel Optimization for Neuro-Symbolic Inference and Learning. CoRR (2024)
Charles Dickens, Edward W. Huang, Aishwarya Reganti, Jiong Zhu, Karthik Subbian, Danai Koutra
Graph Coarsening via Convolution Matching for Scalable Graph Neural Network Training. WWW (Companion Volume) (2024)
Charles Dickens, Connor Pryor, Lise Getoor
Modeling Patterns for Neural-Symbolic Reasoning Using Energy-based Models. AAAI Spring Symposia (2024)
Charles Dickens, Connor Pryor, Changyu Gao, Alon Albalak, Eriq Augustine, William Yang Wang, Stephen Wright, Lise Getoor
A Mathematical Framework, a Taxonomy of Modeling Paradigms, and a Suite of Learning Techniques for Neural-Symbolic Systems. CoRR (2024)
Jiong Zhu, Aishwarya Reganti, Edward W. Huang, Charles Dickens, Nikhil Rao, Karthik Subbian, Danai Koutra
Simplifying Distributed Neural Network Training on Massive Graphs: Randomized Partitions Improve Model Aggregation. CoRR (2023)
Connor Pryor, Charles Dickens, Eriq Augustine, Alon Albalak, William Yang Wang, Lise Getoor
NeuPSL: Neural Probabilistic Soft Logic. IJCAI (2023)
Charles Dickens, Alexander Miller, Lise Getoor
Online Collective Demand Forecasting for Bike Sharing Services. HICSS (2023)
Charles Dickens, Eddie W. Huang, Aishwarya Reganti, Jiong Zhu, Karthik Subbian, Danai Koutra
Graph Coarsening via Convolution Matching for Scalable Graph Neural Network Training. CoRR (2023)
Eriq Augustine, Connor Pryor, Charles Dickens, Jay Pujara, William Yang Wang, Lise Getoor
Visual Sudoku Puzzle Classification: A Suite of Collective Neuro-Symbolic Tasks. NeSy (2022)
Sriram Srinivasan, Charles Dickens, Eriq Augustine, Golnoosh Farnadi, Lise Getoor
A taxonomy of weight learning methods for statistical relational learning. Mach. Learn. 111 (8) (2022)
Eriq Augustine, Pegah Jandaghi, Alon Albalak, Connor Pryor, Charles Dickens, William Yang Wang, Lise Getoor
Emotion Recognition in Conversation using Probabilistic Soft Logic. CoRR (2022)
Connor Pryor, Charles Dickens, Eriq Augustine, Alon Albalak, William Yang Wang, Lise Getoor
NeuPSL: Neural Probabilistic Soft Logic. CoRR (2022)
Charles Dickens, Connor Pryor, Eriq Augustine, Alexander Miller, Lise Getoor
Context-Aware Online Collective Inference for Templated Graphical Models. ICML (2021)
Charles Dickens, Rishika Singh, Lise Getoor
HyperFair: A Soft Approach to Integrating Fairness Criteria. CoRR (2020)