Learning Explanatory Rules from Noisy Data

13 November 2017

Papers citing "Learning Explanatory Rules from Noisy Data"

50 / 252 papers shown

Title
Incorporating Domain Knowledge into Deep Neural Networks T. Dash Sharad Chitlangia Aditya Ahuja A. Srinivasan AI4CE 19 10 0 27 Feb 2021
Differentiable Logic Machines Matthieu Zimmer Xuening Feng Claire Glanois Zhaohui Jiang Jianyi Zhang Paul Weng Li Dong Hao Jianye Liu Wulong AI4CE 30 22 0 23 Feb 2021
Inductive logic programming at 30 Andrew Cropper Sebastijan Dumancic Richard Evans Stephen Muggleton AI4CE 33 75 0 21 Feb 2021
Learning logic programs by explaining their failures Rolf Morel Andrew Cropper LRM 15 2 0 18 Feb 2021
Grid-to-Graph: Flexible Spatial Relational Inductive Biases for Reinforcement Learning Zhengyao Jiang Pasquale Minervini Minqi Jiang Tim Rocktaschel AI4CE 19 7 0 08 Feb 2021
Top Program Construction and Reduction for polynomial time Meta-Interpretive Learning S. Patsantzis Stephen Muggleton 30 5 0 13 Jan 2021
Logic Tensor Networks Samy Badreddine Artur Garcez Luciano Serafini Michael Spranger NAI 70 199 0 25 Dec 2020
Neurosymbolic AI: The 3rd Wave Artur Garcez Luís C. Lamb NAI 65 292 0 10 Dec 2020
NSL: Hybrid Interpretable Learning From Noisy Raw Data Daniel Cunnington A. Russo Mark Law Jorge Lobo Lance M. Kaplan NAI 19 3 0 09 Dec 2020
Learning functional programs with function invention and reuse Andrei Diaconu 14 1 0 17 Nov 2020
Resource Constrained Dialog Policy Learning via Differentiable Inductive Logic Programming Zhenpeng Zhou Ahmad Beirami Paul A. Crook Pararth Shah R. Subba A. Geramifard 24 3 0 10 Nov 2020
Exploring End-to-End Differentiable Natural Logic Modeling Yufei Feng Zióu Zheng Quan Liu Michael A. Greenspan Xiao-Dan Zhu 33 13 0 08 Nov 2020
Neural-Symbolic Integration: A Compositional Perspective Efthymia Tsamoura Loizos Michael NAI 19 69 0 22 Oct 2020
Neural, Symbolic and Neural-Symbolic Reasoning on Knowledge Graphs Jing Zhang Bo Chen Lingxi Zhang Xirui Ke Haipeng Ding NAI 32 3 0 12 Oct 2020
Abductive Knowledge Induction From Raw Data Wang-Zhou Dai Stephen Muggleton 32 46 0 07 Oct 2020
Measuring Systematic Generalization in Neural Proof Generation with Transformers Nicolas Angelard-Gontier Koustuv Sinha Siva Reddy C. Pal LRM 14 64 0 30 Sep 2020
Neural Networks Enhancement with Logical Knowledge Alessandro Daniele Luciano Serafini NAI 22 3 0 13 Sep 2020
That looks interesting! Personalizing Communication and Segmentation with Random Forest Node Embeddings Weiwei Wang Wiebke Eberhardt Stefano Bromuri 24 1 0 13 Sep 2020
Machine Reasoning Explainability K. Čyras R. Badrinath S. Mohalik A. Mujumdar Alexandros Nikou Alessandro Previti Vaishnavi Sundararajan Aneta Vulgarakis Feljan LRM 33 13 0 01 Sep 2020
Neural Learning of One-of-Many Solutions for Combinatorial Problems in Structured Output Spaces Yatin Nandwani Deepanshu Jindal Mausam Parag Singla 16 13 0 27 Aug 2020
Inducing game rules from varying quality game play Alastair Flynn 11 0 0 04 Aug 2020
Computing Optimal Decision Sets with SAT Jinqiang Yu Alexey Ignatiev Peter J. Stuckey P. L. Bodic FAtt 17 26 0 29 Jul 2020
Learning Reasoning Strategies in End-to-End Differentiable Proving Pasquale Minervini Sebastian Riedel Pontus Stenetorp Edward Grefenstette Tim Rocktaschel LRM 45 96 0 13 Jul 2020
Beyond Graph Neural Networks with Lifted Relational Neural Networks Gustav Sourek F. Železný Ondrej Kuzelka NAI 41 17 0 13 Jul 2020
Lossless Compression of Structured Convolutional Models via Lifting Gustav Sourek F. Železný Ondrej Kuzelka 24 12 0 13 Jul 2020
Evaluating the Apperception Engine Richard Evans Jose Hernandez-Orallo Johannes Welbl Pushmeet Kohli Marek Sergot 22 4 0 09 Jul 2020
Logical Neural Networks Ryan Riegel Alexander G. Gray F. Luus Naweed Khan Ndivhuwo Makondo ... S. Ikbal Hima P. Karanam S. Neelam Ankita Likhyani S. Srivastava NAI 6 148 0 23 Jun 2020
Conversational Neuro-Symbolic Commonsense Reasoning Forough Arabshahi Jennifer Lee Mikayla Gawarecki Kathryn Mazaitis A. Azaria Tom Michael Mitchell LRM 17 48 0 17 Jun 2020
Symbolic Logic meets Machine Learning: A Brief Survey in Infinite Domains Vaishak Belle NAI LRM 18 36 0 15 Jun 2020
Closed Loop Neural-Symbolic Learning via Integrating Neural Perception, Grammar Parsing, and Symbolic Reasoning Qing Li Siyuan Huang Yining Hong Yixin Chen Ying Nian Wu Song-Chun Zhu NAI 26 81 0 11 Jun 2020
Analyzing Differentiable Fuzzy Implications Emile van Krieken Erman Acar F. V. Harmelen AI4CE 26 29 0 04 Jun 2020
Neural-Symbolic Relational Reasoning on Graph Models: Effective Link Inference and Computation from Knowledge Bases Henrique Lemos Pedro H. C. Avelar Marcelo O. R. Prates Luís C. Lamb Artur Garcez NAI 15 3 0 05 May 2020
Learning programs by learning from failures Andrew Cropper Rolf Morel 29 87 0 05 May 2020
A multi-component framework for the analysis and design of explainable artificial intelligence S. Atakishiyev H. Babiker Nawshad Farruque R. Goebel1 Myeongjung Kima M. H. Motallebi J. Rabelo T. Syed O. R. Zaïane 43 35 0 05 May 2020
Leveraging Declarative Knowledge in Text and First-Order Logic for Fine-Grained Propaganda Detection Ruize Wang Duyu Tang Nan Duan Wanjun Zhong Zhongyu Wei Xuanjing Huang Daxin Jiang Ming Zhou NAI 9 3 0 29 Apr 2020
Semi-Lexical Languages -- A Formal Basis for Unifying Machine Learning and Symbolic Reasoning in Computer Vision Briti Gangopadhyay S. Hazra P. Dasgupta NAI 23 0 0 25 Apr 2020
MARLeME: A Multi-Agent Reinforcement Learning Model Extraction Library Dmitry Kazhdan Z. Shams Pietro Lió 35 15 0 16 Apr 2020
Neural Status Registers Lukas Faber Roger Wattenhofer 25 9 0 15 Apr 2020
Learning Over Dirty Data Without Cleaning Jose Picado John Davis Arash Termehchy Ga-young Lee OnRL 14 22 0 05 Apr 2020
OptTyper: Probabilistic Type Inference by Optimising Logical and Natural Constraints Irene Vlassi Pandi Earl T. Barr Andrew D. Gordon Charles Sutton 22 29 0 01 Apr 2020
Incorporating Relational Background Knowledge into Reinforcement Learning via Differentiable Inductive Logic Programming Ali Payani Faramarz Fekri 21 18 0 23 Mar 2020
Learning Nonlinear Loop Invariants with Gated Continuous Logic Networks (Extended Version) Jianan Yao Gabriel Ryan Justin Wong Suman Jana Ronghui Gu AI4CE 16 49 0 17 Mar 2020
Evaluating Logical Generalization in Graph Neural Networks Koustuv Sinha Shagun Sodhani Joelle Pineau William L. Hamilton NAI AI4CE 38 23 0 14 Mar 2020
Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective Luís C. Lamb Artur S. dÁvila Garcez Marco Gori Marcelo O. R. Prates Pedro H. C. Avelar Moshe Y. Vardi NAI AI4CE 33 65 0 29 Feb 2020
Turning 30: New Ideas in Inductive Logic Programming Andrew Cropper Sebastijan Dumancic Stephen Muggleton LRM AI4CE 14 83 0 25 Feb 2020
Injecting Domain Knowledge in Neural Networks: a Controlled Experiment on a Constrained Problem Mattia Silvestri M. Lombardi M. Milano AI4CE 17 18 0 25 Feb 2020
VQA-LOL: Visual Question Answering under the Lens of Logic Tejas Gokhale Pratyay Banerjee Chitta Baral Yezhou Yang CoGe 20 73 0 19 Feb 2020
The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence G. Marcus VLM 32 353 0 14 Feb 2020
Analyzing Differentiable Fuzzy Logic Operators Emile van Krieken Erman Acar F. V. Harmelen NAI AI4CE 19 131 0 14 Feb 2020
Deep Learning for Source Code Modeling and Generation: Models, Applications and Challenges T. H. Le Hao Chen Muhammad Ali Babar VLM 64 152 0 13 Feb 2020