Igor Halperin

15 papers Journal 15

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Marketron games: Self-propelling stocks vs dumb money and metastable dynamics of the good, bad and ugly markets. Commun. Nonlinear Sci. Numer. Simul. Igor Halperin, Andrey Itkin
2025	J	`jnl`	Prompt-Response Semantic Divergence Metrics for Faithfulness Hallucination and Misalignment Detection in Large Language Models. CoRR Igor Halperin
2025	J	`jnl`	Semantic Faithfulness and Entropy Production Measures to Tame Your LLM Demons and Manage Hallucinations. CoRR Igor Halperin
2025	J	`jnl`	Topic Identification in LLM Input-Output Pairs through the Lens of Information Bottleneck. CoRR Igor Halperin
2024	J	`jnl`	CAISSON: Concept-Augmented Inference Suite of Self-Organizing Neural Networks. CoRR Igor Halperin
2024	J	`jnl`	Distributional offline continuous-time reinforcement learning with neural physics-informed PDEs (SciPhy RL for DOCTR-L). Neural Comput. Appl. Igor Halperin
2023	J	`jnl`	Model-Free Market Risk Hedging Using Crowding Networks. CoRR Vadim Zlotnikov, Jiayu Liu, Igor Halperin, Fei He, Lisa Huang
2022	J	`jnl`	Combining Reinforcement Learning and Inverse Reinforcement Learning for Asset Allocation Recommendations. CoRR Igor Halperin, Jiayu Liu, Xiao Zhang
2021	J	`jnl`	Distributional Offline Continuous-Time Reinforcement Learning with Neural Physics-Informed PDEs (SciPhy RL for DOCTR-L). CoRR Igor Halperin
2020	J	`jnl`	G-Learner and GIRL: Goal Based Wealth Management with Reinforcement Learning. CoRR Matthew Dixon, Igor Halperin
2020	J	`jnl`	Non-Equilibrium Skewness, Market Crises, and Option Pricing: Non-Linear Langevin Model of Markets with Supersymmetry. CoRR Igor Halperin
2018	J	`jnl`	Market Self-Learning of Signals, Impact and Optimal Trading: Invisible Hand Inference with Free Energy. CoRR Igor Halperin, Ilya Feldshteyn
2018	J	`jnl`	The QLBS Q-Learner Goes NuQLear: Fitted Q Iteration, Inverse RL, and Option Portfolios. CoRR Igor Halperin
2017	J	`jnl`	Inverse Reinforcement Learning for Marketing. CoRR Igor Halperin
2017	J	`jnl`	QLBS: Q-Learner in the Black-Scholes(-Merton) Worlds. CoRR Igor Halperin

2025 Best paper conf

Assessing the Effectiveness of the Tigress Obfuscator Against MOPSA and BinaryNinja.

CheckMATE

Nicolò Altamura, Enrico Bragastini, Marco Campion, Mila Dalla Preda

2026 Best paper preprint

ASSEMBLAGE-DEEPHISTORY: A Cross-Build Binary Dataset with Temporal Coverage.

arXiv

Chang Liu, Noah Fleischmann, Nicolò Altamura, Edward Raff, James Holt, Kristopher Micinski