Manoj Thakur

Indian Statistical Institute — India

Computer Science · Physical Sciences

23h-index2.3kcitations71works1.62yr avg
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Research Topics

Metaheuristic Optimization Algorithms Research(12), Risk and Portfolio Optimization(12), Advanced Multi-Objective Optimization Algorithms(10), Network Security and Intrusion Detection(9), Stock Market Forecasting Methods(9)

Publications71 total

Diffusion-Augmented Reinforcement Learning for Robust Portfolio Optimization under Stress Scenarios
arXiv (Cornell University)·2025Open Access
FinXplore: An Adaptive Deep Reinforcement Learning Framework for Balancing and Discovering Investment Opportunities
arXiv (Cornell University)·2025Open Access
Enhancing deep reinforcement learning for stock trading: a reward shaping approach via expert feedback
Knowledge and Information Systems·2025
Multiobjective evolutionary algorithm based wrapper approach for hyperspectral band selection
Engineering Applications of Artificial Intelligence·2025· 2 citedOpen Access
Credibilistic skewness of LR power fuzzy numbers with applications in portfolio selection
Applied Intelligence·2025· 1 cited
FinXplore: An Adaptive Deep Reinforcement Learning Framework for Balancing and Discovering Investment Opportunities
2025
Risk-Adjusted Deep Reinforcement Learning for Portfolio Optimization: A Multi-reward Approach
International Journal of Computational Intelligence Systems·2025· 10 citedOpen Access
Deep Reinforcement Learning for Investor-Specific Portfolio Optimization: A Volatility-Guided Asset Selection Approach
arXiv (Cornell University)·2025Open Access
An ant interaction scheme based wrapper strategy for hyperspectral band selection
Infrared Physics & Technology·2025· 2 cited
A Multi-Output Ensemble Learning Approach for Multi-Day Ahead Index Price Forecasting
AppliedMath·2025· 1 citedOpen Access
Dynamic Taint Tracking using Partial Instrumentation for Java Applications
arXiv (Cornell University)·2024Open Access
Analysing skewness of credibilistic coherent trapezoidal fuzzy numbers: Implications for portfolio selection
International Journal of Systems Science·2024· 2 cited
Dynamic Reinforced Ensemble using Bayesian Optimization for Stock Trading
2024· 5 citedOpen Access
Improving compressed matrix multiplication using control variate method
Information Processing Letters·2024
Credibilistic portfolio optimization with higher-order moments using coherent triangular fuzzy numbers
Applied Soft Computing·2023· 15 cited
Hyperspectral band selection using a decomposition based multiobjective wrapper approach
Infrared Physics & Technology·2023· 1 cited
Higher-order moments in portfolio selection problems: A comprehensive literature review
Expert Systems with Applications·2023· 34 cited
A nuclear norm-induced robust and lightweight relation network for few-shots classification of hyperspectral images
Multimedia Tools and Applications·2023· 1 cited
Unbiased estimation of inner product via higher order count sketch
Information Processing Letters·2023
A hybrid multicategory framework for generating automated trading systems
Concurrency and Computation Practice and Experience·2023· 1 cited
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Frequent Co-authors

Hemant Jalota(7), Garima Mittal(7), Deepak Kumar(6), Suraj S. Meghwani(6), Jai Prakash Tripathi(5), Syed Abbas(5), Kusum Deep(4), Bhisham Dev Verma(4), Pawan Kumar Mandal(4), Sugata Sanyal(4), Акопов Андраник Сумбатович(3), Anand Kumar(3), Dericks Praise Shukla(2), L. A. Beklaryan(2), Himanshu Choudhary(2), Arishi Orra(2), Upendra Singh(2), Krishna Pratap Singh(2), Kamal Deep(2), C. S. Dubey(1)