Name
Papers
Collaborators
KRISTIAN KERSTING
246
451
Citations 
PageRank 
Referers 
1932
154.03
2632
Referees 
References 
3332
2867
Search Limit
1001000
Title
Citations
PageRank
Year
Sum-Product Loop Programming: From Probabilistic Circuits to Loop Programming.00.342022
Relational tree ensembles and feature rankings00.342022
Large pre-trained language models contain human-like biases of what is right and wrong to do10.432022
Predictive Whittle networks for time series.00.342022
Neuro-Symbolic Verification of Deep Neural Networks.00.342022
Plug & Play Attacks: Towards Robust and Flexible Model Inversion Attacks.00.342022
To Trust or Not To Trust Prediction Scores for Membership Inference Attacks.00.342022
Conditional sum-product networks: Modular probabilistic circuits via gate functions00.342022
To Trust or Not To Trust Prediction Scores for Membership Inference Attacks00.342022
Recent Advancements in Tractable Probabilistic Inference (Dagstuhl Seminar 22161).00.342022
ExGenNet: Learning to Generate Robotic Facial Expression Using Facial Expression Recognition00.342021
Structure Learning For Relational Logistic Regression: An Ensemble Approach00.342021
Generative Clausal Networks: Relational Decision Trees as Probabilistic Circuits00.342021
Whittle Networks: A Deep Likelihood Model for Time Series00.342021
Leveraging probabilistic circuits for nonparametric multi-output regression.00.342021
Rethinking Computer Science Through Ai00.342020
Alfie: An Interactive Robot with a Moral Compass00.342020
Estimating the Importance of Relational Features by Using Gradient Boosting.00.342020
Structured Object-Aware Physics Prediction for Video Modeling and Planning00.342020
Towards Understanding and Arguing with Classifiers: Recent Progress.00.342020
Padé Activation Units: End-to-end Learning of Flexible Activation Functions in Deep Networks00.342020
Conditional Sum-Product Networks: Imposing Structure on Deep Probabilistic Architectures.00.342019
Editorial: Statistical Relational Artificial Intelligence.10.372019
Extending Hyperspectral Imaging for Plant Phenotyping to the UV-Range.00.342019
Faster Attend-Infer-Repeat with Tractable Probabilistic Models10.352019
Was ist eine Professur fuer Kuenstliche Intelligenz?00.342019
Fast Relational Probabilistic Inference and Learning: Approximate Counting via Hypergraphs00.342019
Neural-Symbolic Argumentation Mining: an Argument in Favour of Deep Learning and Reasoning.10.352019
Automatic Mapping of the Sum-Product Network Inference Problem to FPGA-Based Accelerators00.342018
Sum-Product Autoencoding: Encoding and Decoding Representations Using Sum-Product Networks.40.392018
Core Dependency Networks.00.342018
Mixed Sum-Product Networks: A Deep Architecture for Hybrid Domains.50.552018
Graph Enhanced Memory Networks for Sentiment Analysis.10.412017
Lifted Inference for Convex Quadratic Programs.00.342017
The Symbolic Interior Point Method10.352017
Global Weisfeiler-Lehman Graph Kernels.00.342017
Semantic Interpretation of Multi-Modal Human-Behaviour Data - Making Sense of Events, Activities, Processes.00.342017
Coresets for Dependency Networks.00.342017
Poisson Sum-Product Networks: A Deep Architecture for Tractable Multivariate Poisson Distributions.30.392017
Stochastic Online Anomaly Analysis for Streaming Time Series.20.362017
How is a data-driven approach better than random choice in label space division for multi-label classification?80.632016
Preface.00.342016
Scaling Lifted Probabilistic Inference and Learning Via Graph Databases.50.402016
Equitable Partitions of Concave Free Energies.20.382015
Predicting Purchase Decisions in Mobile Free-to-Play Games.00.342015
Maximum Entropy Models of Shortest Path and Outbreak Distributions in Networks.00.342015
How Viral Are Viral Videos?60.482015
Collective attention to social media evolves according to diffusion models20.372014
Erosion Band Features for Cell Phone Image Based Plant Disease Classification10.382014
Efficient Lifting of MAP LP Relaxations Using k-Locality.90.512014
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