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Charles Dickens

Charles Andrew Dickens

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affiliation: University of California Santa Cruz, CA, USA

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2020 – today

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2024
[i6]
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  - journals/corr/abs-2401-09651
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Charles Dickens, Changyu Gao, Connor Pryor, Stephen J. Wright, Lise Getoor:
Convex and Bilevel Optimization for Neuro-Symbolic Inference and Learning. CoRR abs/2401.09651 (2024)
2023
[c4]
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  - conf/hicss/DickensMG23
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Charles Dickens, Alexander Miller, Lise Getoor:
Online Collective Demand Forecasting for Bike Sharing Services. HICSS 2023: 1186-1194
[c3]
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  - conf/ijcai/PryorDAAWG23
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Connor Pryor, Charles Dickens, Eriq Augustine, Alon Albalak, William Yang Wang, Lise Getoor:
NeuPSL: Neural Probabilistic Soft Logic. IJCAI 2023: 4145-4153
[i5]
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  - journals/corr/abs-2305-09887
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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 abs/2305.09887 (2023)
[i4]
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  - journals/corr/abs-2312-15520
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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 abs/2312.15520 (2023)
2022
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  - journals/ml/SrinivasanDAFG22
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Sriram Srinivasan, Charles Dickens, Eriq Augustine, Golnoosh Farnadi, Lise Getoor:
A taxonomy of weight learning methods for statistical relational learning. Mach. Learn. 111(8): 2799-2838 (2022)
[c2]
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  - conf/nesy/AugustinePDPWG22
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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: 15-29
[i3]
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  - journals/corr/abs-2205-14268
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Connor Pryor, Charles Dickens, Eriq Augustine, Alon Albalak, William Yang Wang, Lise Getoor:
NeuPSL: Neural Probabilistic Soft Logic. CoRR abs/2205.14268 (2022)
[i2]
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  - journals/corr/abs-2207-07238
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Eriq Augustine, Pegah Jandaghi, Alon Albalak, Connor Pryor, Charles Dickens, William Yang Wang, Lise Getoor:
Emotion Recognition in Conversation using Probabilistic Soft Logic. CoRR abs/2207.07238 (2022)
2021
[c1]
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  - conf/icml/DickensPAMG21
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Charles Dickens, Connor Pryor, Eriq Augustine, Alexander Miller, Lise Getoor:
Context-Aware Online Collective Inference for Templated Graphical Models. ICML 2021: 2707-2716
2020
[i1]
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  - journals/corr/abs-2009-08952
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Charles Dickens, Rishika Singh, Lise Getoor:
HyperFair: A Soft Approach to Integrating Fairness Criteria. CoRR abs/2009.08952 (2020)

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