Zobrazeno 1 - 10
of 14
pro vyhledávání: '"Jain, Adit"'
Autor:
Jain, Adit, Krishnamurthy, Vikram
This paper develops theory and algorithms for interacting large language model agents (LLMAs) using methods from statistical signal processing and microeconomics. While both fields are mature, their application to decision-making by interacting LLMAs
Externí odkaz:
http://arxiv.org/abs/2411.01271
This paper considers the problem of annotating datapoints using an expert with only a few annotation rounds in a label-scarce setting. We propose soliciting reliable feedback on difficulty in annotating a datapoint from the expert in addition to grou
Externí odkaz:
http://arxiv.org/abs/2410.20041
Autor:
Jain, Adit, Krishnamurthy, Vikram
This paper studies the problem of autonomous agents performing Bayesian social learning for sequential detection when the observations of the state belong to a high-dimensional space and are expensive to analyze. Specifically, when the observations a
Externí odkaz:
http://arxiv.org/abs/2405.07417
Autor:
Jain, Adit, Krishnamurthy, Vikram
This paper studies how a stochastic gradient algorithm (SG) can be controlled to hide the estimate of the local stationary point from an eavesdropper. Such problems are of significant interest in distributed optimization settings like federated learn
Externí odkaz:
http://arxiv.org/abs/2405.07415
Autor:
Jain, Adit, Krishnamurthy, Vikram
A learner aims to minimize a function $f$ by repeatedly querying a distributed oracle that provides noisy gradient evaluations. At the same time, the learner seeks to hide $\arg\min f$ from a malicious eavesdropper that observes the learner's queries
Externí odkaz:
http://arxiv.org/abs/2308.08825
Akademický článek
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Autor:
Jain, Aditya
Realization of low-resistance electrical contacts on both sides of a solar cell is essential for obtaining the best possible performance. A key component of a solar cell is a metal contact on the illuminated side of the cell which should efficiently
Externí odkaz:
http://hdl.handle.net/10919/50527
Autor:
Jain, Aditya Kailash
The key aim of this research is to evaluate the impact of policy level interventions for the management of psychosocial risks in Europe. This research is exploratory in nature and seeks to clarify the policy framework in relation to psychosocial risk
Externí odkaz:
http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.559539