Mausam

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Indian Institute of Technology Delhi

Non-Count Symmetries in Boolean & Multi-Valued Prob. Graphical Models

Lifted inference algorithms commonly exploit symmetries in a probabilist...
07/27/2017 ∙ by Ankit Anand, et al. ∙ 0 ∙ share

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Joint Matrix-Tensor Factorization for Knowledge Base Inference

While several matrix factorization (MF) and tensor factorization (TF) mo...
06/02/2017 ∙ by Prachi Jain, et al. ∙ 0 ∙ share

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Coarse-to-Fine Lifted MAP Inference in Computer Vision

There is a vast body of theoretical research on lifted inference in prob...
07/22/2017 ∙ by Haroun Habeeb, et al. ∙ 0 ∙ share

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Contextual Symmetries in Probabilistic Graphical Models

An important approach for efficient inference in probabilistic graphical...
06/30/2016 ∙ by Ankit Anand, et al. ∙ 0 ∙ share

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Topological Value Iteration Algorithms

Value iteration is a powerful yet inefficient algorithm for Markov decis...
01/16/2014 ∙ by Peng Dai, et al. ∙ 0 ∙ share

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A Heuristic Search Approach to Planning with Continuous Resources in Stochastic Domains

We consider the problem of optimal planning in stochastic domains with r...
01/15/2014 ∙ by Nicolas Meuleau, et al. ∙ 0 ∙ share

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A Theory of Goal-Oriented MDPs with Dead Ends

Stochastic Shortest Path (SSP) MDPs is a problem class widely studied in...
10/16/2012 ∙ by Andrey Kolobov, et al. ∙ 0 ∙ share

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Crowdsourcing Control: Moving Beyond Multiple Choice

To ensure quality results from crowdsourced tasks, requesters often aggr...
10/16/2012 ∙ by Christopher H. Lin, et al. ∙ 0 ∙ share

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Octopus: A Framework for Cost-Quality-Time Optimization in Crowdsourcing

We present Octopus, an AI agent to jointly balance three conflicting tas...
02/12/2017 ∙ by Karan Goel, et al. ∙ 0 ∙ share

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Hierarchical Pointer Memory Network for Task Oriented Dialogue

We observe that end-to-end memory networks (MN) trained for task-oriente...
05/03/2018 ∙ by Dinesh Raghu, et al. ∙ 0 ∙ share

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Block-Value Symmetries in Probabilistic Graphical Models

Several lifted inference algorithms for probabilistic graphical models f...
07/02/2018 ∙ by Gagan Madan, et al. ∙ 0 ∙ share

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Transfer of Deep Reactive Policies for MDP Planning

Domain-independent probabilistic planners input an MDP description in a ...
10/26/2018 ∙ by Aniket Bajpai, et al. ∙ 0 ∙ share

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Size Independent Neural Transfer for RDDL Planning

Neural planners for RDDL MDPs produce deep reactive policies in an offli...
02/08/2019 ∙ by Sankalp Garg, et al. ∙ 0 ∙ share

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Large Scale Question Answering using Tourism Data

Real world question answering can be significantly more complex than wha...
09/08/2019 ∙ by Danish Contractor, et al. ∙ 0 ∙ share

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Generalized Neural Policies for Relational MDPs

A Relational Markov Decision Process (RMDP) is a first-order representat...
02/18/2020 ∙ by Sankalp Garg, et al. ∙ 0 ∙ share

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A Simple Yet Strong Pipeline for HotpotQA

State-of-the-art models for multi-hop question answering typically augme...
04/14/2020 ∙ by Dirk Groeneveld, et al. ∙ 0 ∙ share

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Why and when should you pool? Analyzing Pooling in Recurrent Architectures

Pooling-based recurrent neural architectures consistently outperform the...
05/01/2020 ∙ by Pratyush Maini, et al. ∙ 0 ∙ share

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Knowledge Base Inference for Regular Expression Queries

Two common types of tasks on Knowledge Bases have been studied – single ...
05/01/2020 ∙ by Vaibhav Adlakha, et al. ∙ 0 ∙ share

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Unsupervised Learning of KB Queries in Task Oriented Dialogs

Task-oriented dialog (TOD) systems converse with users to accomplish a s...
04/30/2020 ∙ by Dinesh Raghu, et al. ∙ 0 ∙ share

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Knowledge Base Completion: Baseline strikes back (Again)

Knowledge Base Completion has been a very active area recently, where mu...
05/02/2020 ∙ by Prachi Jain, et al. ∙ 0 ∙ share

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IMoJIE: Iterative Memory-Based Joint Open Information Extraction

While traditional systems for Open Information Extraction were statistic...
05/17/2020 ∙ by Keshav Kolluru, et al. ∙ 0 ∙ share

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Mausam

Featured Co-authors

Ashish Sabharwal

Tushar Khot

Aditya Grover

Ronen I. Brafman

Soumen Chakrabarti

Parag Singla

Judy Goldsmith

Eric A. Hansen

Shikhar Murty

Nicolas Meuleau

Parth Shah

Non-Count Symmetries in Boolean & Multi-Valued Prob. Graphical Models

Joint Matrix-Tensor Factorization for Knowledge Base Inference

Coarse-to-Fine Lifted MAP Inference in Computer Vision

Contextual Symmetries in Probabilistic Graphical Models

Topological Value Iteration Algorithms

A Heuristic Search Approach to Planning with Continuous Resources in Stochastic Domains

A Theory of Goal-Oriented MDPs with Dead Ends

Crowdsourcing Control: Moving Beyond Multiple Choice

Octopus: A Framework for Cost-Quality-Time Optimization in Crowdsourcing

Hierarchical Pointer Memory Network for Task Oriented Dialogue

Block-Value Symmetries in Probabilistic Graphical Models

Transfer of Deep Reactive Policies for MDP Planning

Size Independent Neural Transfer for RDDL Planning

Large Scale Question Answering using Tourism Data

Generalized Neural Policies for Relational MDPs

A Simple Yet Strong Pipeline for HotpotQA

Why and when should you pool? Analyzing Pooling in Recurrent Architectures

Knowledge Base Inference for Regular Expression Queries

Unsupervised Learning of KB Queries in Task Oriented Dialogs

Knowledge Base Completion: Baseline strikes back (Again)

IMoJIE: Iterative Memory-Based Joint Open Information Extraction