Charles Dickens

17 papers A* 2C 1Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Benchmarking Agents in Insurance Underwriting Environments.
CoRR
Amanda Dsouza, Ramya Ramakrishnan, Charles Dickens, Bhavishya Pohani, Christopher Glaze
2025 J jnl
Simplifying Distributed Neural Network Training on Massive Graphs: Randomized Partitions Improve Model Aggregation.
ACM Trans. Knowl. Discov. Data
Jiong Zhu, Aishwarya Reganti, Edward W. Huang, Charles Dickens, Nikhil Rao, Karthik Subbian, Danai Koutra
2024 J jnl
A Mathematical Framework, a Taxonomy of Modeling Paradigms, and a Suite of Learning Techniques for Neural-Symbolic Systems.
CoRR
Charles Dickens, Connor Pryor, Changyu Gao, Alon Albalak, Eriq Augustine, William Yang Wang, Stephen J. Wright, Lise Getoor
2024 — —
A Unifying Mathematical Framework for Neural-Symbolic Systems
Charles Dickens
2024 J jnl
Convex and Bilevel Optimization for Neuro-Symbolic Inference and Learning.
CoRR
Charles Dickens, Changyu Gao, Connor Pryor, Stephen J. Wright, Lise Getoor
2024 — conf
Graph Coarsening via Convolution Matching for Scalable Graph Neural Network Training.
WWW (Companion Volume)
Charles Dickens, Edward W. Huang, Aishwarya Reganti, Jiong Zhu, Karthik Subbian, Danai Koutra
2024 — conf
Modeling Patterns for Neural-Symbolic Reasoning Using Energy-based Models.
AAAI Spring Symposia
Charles Dickens, Connor Pryor, Lise Getoor
2023 J jnl
Graph Coarsening via Convolution Matching for Scalable Graph Neural Network Training.
CoRR
Charles Dickens, Eddie W. Huang, Aishwarya Reganti, Jiong Zhu, Karthik Subbian, Danai Koutra
2023 A* conf
NeuPSL: Neural Probabilistic Soft Logic.
IJCAI
Connor Pryor, Charles Dickens, Eriq Augustine, Alon Albalak, William Yang Wang, Lise Getoor
2023 — conf
Online Collective Demand Forecasting for Bike Sharing Services.
HICSS
Charles Dickens, Alexander Miller, Lise Getoor
2023 J jnl
Simplifying Distributed Neural Network Training on Massive Graphs: Randomized Partitions Improve Model Aggregation.
CoRR
Jiong Zhu, Aishwarya Reganti, Edward W. Huang, Charles Dickens, Nikhil Rao, Karthik Subbian, Danai Koutra
2022 J jnl
A taxonomy of weight learning methods for statistical relational learning.
Mach. Learn.
Sriram Srinivasan, Charles Dickens, Eriq Augustine, Golnoosh Farnadi, Lise Getoor
2022 J jnl
Emotion Recognition in Conversation using Probabilistic Soft Logic.
CoRR
Eriq Augustine, Pegah Jandaghi, Alon Albalak, Connor Pryor, Charles Dickens, William Yang Wang, Lise Getoor
2022 J jnl
NeuPSL: Neural Probabilistic Soft Logic.
CoRR
Connor Pryor, Charles Dickens, Eriq Augustine, Alon Albalak, William Yang Wang, Lise Getoor
2022 C conf
Visual Sudoku Puzzle Classification: A Suite of Collective Neuro-Symbolic Tasks.
NeSy
Eriq Augustine, Connor Pryor, Charles Dickens, Jay Pujara, William Yang Wang, Lise Getoor
2021 A* conf
Context-Aware Online Collective Inference for Templated Graphical Models.
ICML
Charles Dickens, Connor Pryor, Eriq Augustine, Alexander Miller, Lise Getoor
2020 J jnl
HyperFair: A Soft Approach to Integrating Fairness Criteria.
CoRR
Charles Dickens, Rishika Singh, Lise Getoor