
Joint SpatioTextual Reasoning for Answering Tourism Questions
Our goal is to answer realworld tourism questions that seek PointsofI...
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Neural Learning of OneofMany Solutions for Combinatorial Problems in Structured Output Spaces
Recent research has proposed neural architectures for solving combinator...
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To Regularize or Not To Regularize? The Bias Variance Tradeoff in Regularized AEs
Regularized AutoEncoders (AE) form a rich class of methods within the l...
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Towards Latent Space Optimality for AutoEncoder Based Generative Models
The field of neural generative models is dominated by the highly success...
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Large Scale Question Answering using Tourism Data
Real world question answering can be significantly more complex than wha...
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CVC4SymBreak: Derived SMT solver at SMT Competition 2019
We present CVC4SymBreak, a derived SMT solver based on CVC4, and a non...
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Exploiting Test Time Evidence to Improve Predictions of Deep Neural Networks
Many prediction tasks, especially in computer vision, are often inherent...
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Domain Aware Markov Logic Networks
Combining logic and probability has been a long standing goal of AI. Mar...
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BlockValue Symmetries in Probabilistic Graphical Models
Several lifted inference algorithms for probabilistic graphical models f...
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Lifted Marginal MAP Inference
Lifted inference reduces the complexity of inference in relational proba...
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Towards Understanding and Answering MultiSentence Recommendation Questions on Tourism
We introduce the first system towards the novel task of answering comple...
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NonCount Symmetries in Boolean & MultiValued Prob. Graphical Models
Lifted inference algorithms commonly exploit symmetries in a probabilist...
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CoarsetoFine Lifted MAP Inference in Computer Vision
There is a vast body of theoretical research on lifted inference in prob...
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Lifted RegionBased Belief Propagation
Due to the intractable nature of exact lifted inference, research has re...
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Contextual Symmetries in Probabilistic Graphical Models
An important approach for efficient inference in probabilistic graphical...
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Parag Singla
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