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 14 9 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 13 21 0 23 Feb 2021
Inductive logic programming at 30 Andrew Cropper Sebastijan Dumancic Richard Evans Stephen Muggleton AI4CE 17 75 0 21 Feb 2021
Learning logic programs by explaining their failures Rolf Morel Andrew Cropper LRM 13 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 11 7 0 08 Feb 2021
Top Program Construction and Reduction for polynomial time Meta-Interpretive Learning S. Patsantzis Stephen Muggleton 14 5 0 13 Jan 2021
Logic Tensor Networks Samy Badreddine Artur Garcez Luciano Serafini Michael Spranger NAI 70 196 0 25 Dec 2020
Neurosymbolic AI: The 3rd Wave Artur Garcez Luís C. Lamb NAI 57 287 0 10 Dec 2020
NSL: Hybrid Interpretable Learning From Noisy Raw Data Daniel Cunnington A. Russo Mark Law Jorge Lobo Lance M. Kaplan NAI 14 3 0 09 Dec 2020
Learning functional programs with function invention and reuse Andrei Diaconu 9 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 19 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 8 13 0 08 Nov 2020
Neural-Symbolic Integration: A Compositional Perspective Efthymia Tsamoura Loizos Michael NAI 14 68 0 22 Oct 2020
Neural, Symbolic and Neural-Symbolic Reasoning on Knowledge Graphs Jing Zhang Bo Chen Lingxi Zhang Xirui Ke Haipeng Ding NAI 13 3 0 12 Oct 2020
Abductive Knowledge Induction From Raw Data Wang-Zhou Dai Stephen Muggleton 13 45 0 07 Oct 2020
Measuring Systematic Generalization in Neural Proof Generation with Transformers Nicolas Angelard-Gontier Koustuv Sinha Siva Reddy C. Pal LRM 9 63 0 30 Sep 2020
Neural Networks Enhancement with Logical Knowledge Alessandro Daniele Luciano Serafini NAI 14 3 0 13 Sep 2020
That looks interesting! Personalizing Communication and Segmentation with Random Forest Node Embeddings Weiwei Wang Wiebke Eberhardt Stefano Bromuri 12 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 15 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 8 13 0 27 Aug 2020
Inducing game rules from varying quality game play Alastair Flynn 6 0 0 04 Aug 2020
Computing Optimal Decision Sets with SAT Jinqiang Yu Alexey Ignatiev Peter James Stuckey P. L. Bodic FAtt 6 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 24 94 0 13 Jul 2020
Beyond Graph Neural Networks with Lifted Relational Neural Networks Gustav Sourek F. Železný Ondrej Kuzelka NAI 23 17 0 13 Jul 2020
Lossless Compression of Structured Convolutional Models via Lifting Gustav Sourek F. Železný Ondrej Kuzelka 11 12 0 13 Jul 2020
Evaluating the Apperception Engine Richard Evans Jose Hernandez-Orallo Johannes Welbl Pushmeet Kohli Marek Sergot 12 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 6 147 0 23 Jun 2020
Conversational Neuro-Symbolic Commonsense Reasoning Forough Arabshahi Jennifer Lee Mikayla Gawarecki Kathryn Mazaitis A. Azaria Tom Michael Mitchell LRM 12 48 0 17 Jun 2020
Symbolic Logic meets Machine Learning: A Brief Survey in Infinite Domains Vaishak Belle NAI LRM 6 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 18 81 0 11 Jun 2020
Analyzing Differentiable Fuzzy Implications Emile van Krieken Erman Acar F. V. Harmelen AI4CE 8 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 10 3 0 05 May 2020
Learning programs by learning from failures Andrew Cropper Rolf Morel 13 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 32 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 4 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 11 0 0 25 Apr 2020
MARLeME: A Multi-Agent Reinforcement Learning Model Extraction Library Dmitry Kazhdan Z. Shams Pietro Lió 14 15 0 16 Apr 2020
Neural Status Registers Lukas Faber Roger Wattenhofer 14 9 0 15 Apr 2020
Learning Over Dirty Data Without Cleaning Jose Picado John Davis Arash Termehchy Ga-young Lee OnRL 6 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 6 29 0 01 Apr 2020
Incorporating Relational Background Knowledge into Reinforcement Learning via Differentiable Inductive Logic Programming Ali Payani Faramarz Fekri 14 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 14 49 0 17 Mar 2020
Evaluating Logical Generalization in Graph Neural Networks Koustuv Sinha Shagun Sodhani Joelle Pineau William L. Hamilton NAI AI4CE 28 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 17 65 0 29 Feb 2020
Turning 30: New Ideas in Inductive Logic Programming Andrew Cropper Sebastijan Dumancic Stephen Muggleton LRM AI4CE 6 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 12 18 0 25 Feb 2020
VQA-LOL: Visual Question Answering under the Lens of Logic Tejas Gokhale Pratyay Banerjee Chitta Baral Yezhou Yang CoGe 12 72 0 19 Feb 2020
The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence G. Marcus VLM 16 350 0 14 Feb 2020
Analyzing Differentiable Fuzzy Logic Operators Emile van Krieken Erman Acar F. V. Harmelen NAI AI4CE 14 130 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 54 152 0 13 Feb 2020