Adish Singla

According to our database1, Adish Singla authored at least 41 papers between 2009 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2019
Interactive Teaching Algorithms for Inverse Reinforcement Learning.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Efficient learning of smooth probability functions from Bernoulli tests with guarantees.
Proceedings of the 36th International Conference on Machine Learning, 2019

Learning to Collaborate in Markov Decision Processes.
Proceedings of the 36th International Conference on Machine Learning, 2019

Loss-Aversively Fair Classification.
Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 2019

Iterative Classroom Teaching.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Fake News Detection in Social Networks via Crowd Signals.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Enhancing the Accuracy and Fairness of Human Decision Making.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Teaching Inverse Reinforcement Learners via Features and Demonstrations.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Understanding the Role of Adaptivity in Machine Teaching: The Case of Version Space Learners.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

A Unified Approach to Quantifying Algorithmic Unfairness: Measuring Individual &Group Unfairness via Inequality Indices.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Data-Driven Approach Towards a Personalized Curriculum.
Proceedings of the 11th International Conference on Educational Data Mining, 2018

Learning to Interact With Learning Agents.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Information Gathering With Peers: Submodular Optimization With Peer-Prediction Constraints.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Learning User Preferences to Incentivize Exploration in the Sharing Economy.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Selecting Sequences of Items via Submodular Maximization.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Actively Learning Hemimetrics with Applications to Eliciting User Preferences.
Proceedings of the 33nd International Conference on Machine Learning, 2016

Evaluating Task-Dependent Taxonomies for Navigation.
Proceedings of the Fourth AAAI Conference on Human Computation and Crowdsourcing, 2016

Learning and Feature Selection under Budget Constraints in Crowdsourcing.
Proceedings of the Fourth AAAI Conference on Human Computation and Crowdsourcing, 2016

Noisy Submodular Maximization via Adaptive Sampling with Applications to Crowdsourced Image Collection Summarization.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Building Hierarchies of Concepts via Crowdsourcing.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Information Gathering in Networks via Active Exploration.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Learning to Hire Teams.
Proceedings of the Third AAAI Conference on Human Computation and Crowdsourcing, 2015

Crowd Access Path Optimization: Diversity Matters.
Proceedings of the Third AAAI Conference on Human Computation and Crowdsourcing, 2015

Incentivizing Users for Balancing Bike Sharing Systems.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
From devices to people: attribution of search activity in multi-user settings.
Proceedings of the 23rd International World Wide Web Conference, 2014

Allocating tasks to workers with matching constraints: truthful mechanisms for crowdsourcing markets.
Proceedings of the 23rd International World Wide Web Conference, 2014

Enhancing personalization via search activity attribution.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Near-Optimally Teaching the Crowd to Classify.
Proceedings of the 31th International Conference on Machine Learning, 2014

Contextual Procurement in Online Crowdsourcing Markets.
Proceedings of the Seconf AAAI Conference on Human Computation and Crowdsourcing, 2014

Mechanism Design for Crowdsourcing Markets with Heterogeneous Tasks.
Proceedings of the Seconf AAAI Conference on Human Computation and Crowdsourcing, 2014

Quantifying Web-Search Privacy.
Proceedings of the 2014 ACM SIGSAC Conference on Computer and Communications Security, 2014

Stochastic Privacy.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Truthful incentives in crowdsourcing tasks using regret minimization mechanisms.
Proceedings of the 22nd International World Wide Web Conference, 2013

Incentives for Privacy Tradeoff in Community Sensing.
Proceedings of the First AAAI Conference on Human Computation and Crowdsourcing, 2013

2012
A noise-aware click model for web search.
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, 2012

2011
Camera Brand Congruence and Camera Model Propagation in the Flickr Social Graph.
TWEB, 2011

Finding our way on the web: exploring the role of waypoints in search interaction.
Proceedings of the 20th International Conference on World Wide Web, 2011

2010
Sampling high-quality clicks from noisy click data.
Proceedings of the 19th International Conference on World Wide Web, 2010

Tagging and navigability.
Proceedings of the 19th International Conference on World Wide Web, 2010

Studying trailfinding algorithms for enhanced web search.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

2009
Camera brand congruence in the Flickr social graph.
Proceedings of the Second International Conference on Web Search and Web Data Mining, 2009


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