Publications (by topic)

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Affordance Learning

Learning to Play Video Games with Intuitive Physics Priors [accepted].
Jaiswal, Abhishek and Srivastava, Nisheeth.
46th Proceedings of the Annual Meeting of the Cognitive Science Society, 2024
Keywords: Affordance Learning, Reinforcement Learning, Deep Learning, Vision

Choice Models

Over-precise Predictions Cannot Identify Good Choice Models.
Sifar, Anjali and Srivastava, Nisheeth.
Computational Brain & Behavior, Volume 5, 2022.
Keywords: Choice Models, Risk, Learning from Experience, Metascience

Imprecise Oracles Impose Limits to Predictability in Supervised Learning.
Sifar, Anjali and Srivastava, Nisheeth.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI-21, 2021
Keywords: Choice Models, Decision Making, Metascience

Limits on Predictability of Risky Choice Behavior.
Sifar, Anjali and Srivastava, Nisheeth.
42th Proceedings of the Annual Meeting of the Cognitive Science Society, 2020
Keywords: Choice Models, Risk, Learning from Experience Decision Making, Metascience

Conflict Measurement

Measuring Moral Vacillation.
Shivnekar, Revati Vijay and Srivastava, Nisheeth.
45th Proceedings of the Annual Meeting of the Cognitive Science Society, 2023
Keywords: Morality, Decision Making, Conflict Measurement

Decision Making

Measuring the time utility of mental effort.
Mehrotra, Samarth and Srivastava, Nisheeth.
45th Proceedings of the Annual Meeting of the Cognitive Science Society, 2023
Keywords: Mental Effort Measurement, Decision Making, Learning from Experience, Vision

Unpredictability shortens planning horizons.
Mitra, Arjun and Srivastava, Nisheeth and Srinivasan, Narayanan.
45th Proceedings of the Annual Meeting of the Cognitive Science Society, 2023
Keywords: Risk, Learning from Experience, Decision Making

Groups are Better than Individuals at Solving Optimum Stopping Problems.
Laskar, Pritam and Srivastava, Nisheeth.
45th Proceedings of the Annual Meeting of the Cognitive Science Society, 2023
Keywords: Decision Making, Social Cognition

Measuring the completeness of race models for perceptual decision-making.
Sifar, Anjali and Purohit, Hariharan and Srivastava, Nisheeth.
45th Proceedings of the Annual Meeting of the Cognitive Science Society, 2023
Keywords: Vision, Decision Making, Random Dot Motion Discrimination, Drift Diffusion Models

Selecting between visuomotor lotteries to measure mental effort in risky decisions.
Mehrotra, Samarth and Srivastava, Nisheeth.
44th Proceedings of the Annual Meeting of the Cognitive Science Society, 2022
Keywords: Risk, Decision Making, Mental Effort Measurement, Learning from Experience

Inducing preference reversals by manipulating revealed preferences.
Balakrishnan, Harish and Jagga, Shobhit and Sriva and Srivastava, Nisheeth.
42th Proceedings of the Annual Meeting of the Cognitive Science Society, 2020
Keywords: Preferences, Decision Making, Learning from Experience

Deep Learning

Using Learnable Physics for Real-Time Exercise Form Recommendations.
Jaiswal, Abhishek and Chauhan, Gautam and Srivastava, Nisheeth.
Proceedings of the 17th ACM Conference on Recommender Systems, 2023
Keywords: Recommendation Systems, Machine Learning, Deep Learning

Statistical prediction alone cannot identify good models of behavior.
Srivastava, Nisheeth and Sifar, Anjali and Srinivasan, Narayanan.
Behavioral and Brain Sciences, Volume 46, 2023.
Keywords: Deep Learning, Machine Learning, Metascience, Vision

Drift Diffusion Models

EEG

How robust are fMRI and EEG data to alternative specifications in representational similarity analyses? [accepted].
Sharma, Satwick Sen and Boruah, Gouravmoy and Srivastava, Nisheeth.
46th Proceedings of the Annual Meeting of the Cognitive Science Society, 2024
Keywords: Specification Curve Analysis, fMRI, EEG, Metascience

Few-shot Learning

One and known: Incidental probability judgments from very few samples.
Singhal, Ishan and Srinivasan, Narayanan and Srivastava, Nisheeth.
43th Proceedings of the Annual Meeting of the Cognitive Science Society, 2021
Keywords: Incidental Learning, Few-shot Learning, Learning from Experience

Incidental Learning

Learning from Experience

Learning from Experience Decision Making

Machine Learning

Mental Effort Measurement

Metascience

Morality

Multiple Object Tracking

Multiple Object Tracking Without Pre-attentive Indexing.
Ayare, Shubhamkar and Srivastava, Nisheeth.
Open Mind, Volume 8, 2024.
Keywords: Multiple Object Tracking, Vision

Tracking Multiple Objects without Indexes.
Ayare, Shubhamkar and Srivastava, Nisheeth.
45th Proceedings of the Annual Meeting of the Cognitive Science Society, 2023
Keywords: Multiple Object Tracking, Vision

Polarization

Understanding Clique Formation in Social Networks - An Agent-Based Model of Social Preferences in Fixed and Dynamic Networks.
Arya, Pratyush and Srivastava, Nisheeth.
Lecture Notes in Computer Science, 2023
Keywords: Preferences, Social Cognition, Polarization

Preferences

Random Dot Motion Discrimination

Recommendation Systems

Reinforcement Learning

Risk

Sampling-based probability construction explains individual differences in risk preference.
Ankoju, Bhanu Prakash and Srivastava, Nisheeth.
44th Proceedings of the Annual Meeting of the Cognitive Science Society, 2022
Keywords: Risk, Working Memory

Social Cognition

Specification Curve Analysis

Vision

Multiple Object Tracking Without Pre-attentive Indexing.
Ayare, Shubhamkar and Srivastava, Nisheeth.
Open Mind, Volume 8, 2024.
Keywords: Multiple Object Tracking, Vision