Budget constraint
View article: Assessing residential location and commuting preferences
Assessing residential location and commuting preferences Open
View article: Hybrid Machine Learning-ODE Framework for Predicting COVID-19 Variants' Spread and Evaluating Public Health Interventions in the U.S
Hybrid Machine Learning-ODE Framework for Predicting COVID-19 Variants' Spread and Evaluating Public Health Interventions in the U.S Open
The COVID-19 pandemic highlighted the need for models that are both mechanistic and data-driven. In this study, we develop and analyze a hybrid machine learning–ODE framework for predicting the spread of COVID-19 variants in the United Sta…
View article: The best forestry money can buy: Efficient contracting for silvicultural expertise (and the limits thereof)
The best forestry money can buy: Efficient contracting for silvicultural expertise (and the limits thereof) Open
From the typical forest owner’s kitchen window, thoughtful silviculture looks no different from lazy silviculture. Thus, a landowner cannot directly compensate a forester based on their evaluation of the quality of the work performed. Is t…
View article: Hybrid Machine Learning-ODE Framework for Predicting COVID-19 Variants' Spread and Evaluating Public Health Interventions in the U.S
Hybrid Machine Learning-ODE Framework for Predicting COVID-19 Variants' Spread and Evaluating Public Health Interventions in the U.S Open
The COVID-19 pandemic highlighted the need for models that are both mechanistic and data-driven. In this study, we develop and analyze a hybrid machine learning–ODE framework for predicting the spread of COVID-19 variants in the United Sta…
View article: Optimal Perturbation Budget Allocation for Data Poisoning in Offline Reinforcement Learning
Optimal Perturbation Budget Allocation for Data Poisoning in Offline Reinforcement Learning Open
Offline Reinforcement Learning (RL) enables policy optimization from static datasets but is inherently vulnerable to data poisoning attacks. Existing attack strategies typically rely on locally uniform perturbations, which treat all sample…
View article: Optimal Perturbation Budget Allocation for Data Poisoning in Offline Reinforcement Learning
Optimal Perturbation Budget Allocation for Data Poisoning in Offline Reinforcement Learning Open
Offline Reinforcement Learning (RL) enables policy optimization from static datasets but is inherently vulnerable to data poisoning attacks. Existing attack strategies typically rely on locally uniform perturbations, which treat all sample…
View article: DETERMINANTE OF BUDGET UTILIZATION EFFECTIVENESS: THE CASE OF GOZAMIN WORDA FINANCE OFFICE.
DETERMINANTE OF BUDGET UTILIZATION EFFECTIVENESS: THE CASE OF GOZAMIN WORDA FINANCE OFFICE. Open
DETERMINANTE OF BUDGET UTILIZATION EFFECTIVENESS: THE CASE OF GOZAMIN WORDA FINANCE OFFICE.
View article: DETERMINANTE OF BUDGET UTILIZATION EFFECTIVENESS: THE CASE OF GOZAMIN WORDA FINANCE OFFICE.
DETERMINANTE OF BUDGET UTILIZATION EFFECTIVENESS: THE CASE OF GOZAMIN WORDA FINANCE OFFICE. Open
DETERMINANTE OF BUDGET UTILIZATION EFFECTIVENESS: THE CASE OF GOZAMIN WORDA FINANCE OFFICE.
View article: Estimating employment gains of the proposed infrastructure stimulus plan in post-Covid-19 South Africa
Estimating employment gains of the proposed infrastructure stimulus plan in post-Covid-19 South Africa Open
For the economic recovery in the wake of Covid-19 pandemic, South Africa announced the launch of an ambitious ZAR 2.3 trillion infrastructure investment plan. This paper uses a simplified yet reliable method to analyse the potential growth…
View article: Robust Counterfactuals in Centralized Schools Choice Systems: Addressing Gender Inequality in STEM Education
Robust Counterfactuals in Centralized Schools Choice Systems: Addressing Gender Inequality in STEM Education Open
Counterfactual analysis is central to education market design and provides a foundation for credible policy recommendations. We develop a novel methodology for counterfactual analysis in Gale-Shapley deferred-acceptance (DA) assignment mec…
View article: Robust Counterfactuals in Centralized Schools Choice Systems: Addressing Gender Inequality in STEM Education
Robust Counterfactuals in Centralized Schools Choice Systems: Addressing Gender Inequality in STEM Education Open
Counterfactual analysis is central to education market design and provides a foundation for credible policy recommendations. We develop a novel methodology for counterfactual analysis in Gale-Shapley deferred-acceptance (DA) assignment mec…
View article: Examining The Effects of Inflation on The Purchasing Power of Basic Goods: A Case Study of Kanyama, Lusaka, Zambia
Examining The Effects of Inflation on The Purchasing Power of Basic Goods: A Case Study of Kanyama, Lusaka, Zambia Open
This study focused on the impact of inflation in Kanyama Constituency, with emphasis on household purchasing power and consumption patterns. The objectives were to measure inflation rates for a selected basket of goods (2019–2025), assess …
View article: Enterprise Constraint Analysis Platform: Complete Capability Portfolio
Enterprise Constraint Analysis Platform: Complete Capability Portfolio Open
Comprehensive demonstration of RAE→SSE→PCSE autonomous constraint extraction engines across multiple sectors. Every file in this portfolio is protected under Creative Commons Attribution No Derivatives 4.0 International. Platform capabilit…
View article: Enterprise Constraint Analysis Platform: Complete Capability Portfolio
Enterprise Constraint Analysis Platform: Complete Capability Portfolio Open
Comprehensive demonstration of RAE→SSE→PCSE autonomous constraint extraction engines across multiple sectors. Every file in this portfolio is protected under Creative Commons Attribution No Derivatives 4.0 International. Platform capabilit…
View article: Population Decline Production Function Model: Growth Accounting under Demographic Headwinds
Population Decline Production Function Model: Growth Accounting under Demographic Headwinds Open
This preprint introduces the Population Decline Production Function Model, an extension of traditional growth accounting to societies facing demographic headwinds. The model decomposes effective labor into population, participation, employ…
View article: Population Decline Production Function Model: Growth Accounting under Demographic Headwinds
Population Decline Production Function Model: Growth Accounting under Demographic Headwinds Open
This paper introduces the Population Decline Production Function Model, an extension of traditional growth accounting to societies facing demographic headwinds. The model decomposes effective labor into population, participation, employmen…
View article: Adaptive EfficientNet: Dynamic Compound Scaling for Resource-Optimal Deep Learning
Adaptive EfficientNet: Dynamic Compound Scaling for Resource-Optimal Deep Learning Open
The widespread adoption of deep learning models in diverse applications often clashes with the stringent resource constraints of deployment environments, particularly for mobile and edge devices. Traditional deep neural networks, while ach…
View article: Population Decline Production Function Model: Growth Accounting under Demographic Headwinds
Population Decline Production Function Model: Growth Accounting under Demographic Headwinds Open
This paper introduces the Population Decline Production Function Model, an extension of traditional growth accounting to societies facing demographic headwinds. The model decomposes effective labor into population, participation, employmen…
View article: Timely Information for Strategic Persuasion
Timely Information for Strategic Persuasion Open
This work investigates a dynamic variant of Bayesian persuasion, in which a strategic sender seeks to influence a receiver's belief over time through controlling the timing of the information disclosure, under resource constraints. We cons…
View article: Adaptive EfficientNet: Dynamic Compound Scaling for Resource-Optimal Deep Learning
Adaptive EfficientNet: Dynamic Compound Scaling for Resource-Optimal Deep Learning Open
The widespread adoption of deep learning models in diverse applications often clashes with the stringent resource constraints of deployment environments, particularly for mobile and edge devices. Traditional deep neural networks, while ach…
View article: The Cognitive Interface: Longitudinal Human Constraint as a Missing Variable in AI Alignment Toward a Human-Driven Framework for Stability, Predictability, and Identity Formation in Stateless Transformer Models
The Cognitive Interface: Longitudinal Human Constraint as a Missing Variable in AI Alignment Toward a Human-Driven Framework for Stability, Predictability, and Identity Formation in Stateless Transformer Models Open
Current AI alignment frameworks focus almost entirely on training time techniques, including supervised fine-tuning, reinforcement learning from human feedback, safety filters, and preference modeling. These approaches assume that reliable…
View article: The Cognitive Interface: Longitudinal Human Constraint as a Missing Variable in AI Alignment Toward a Human-Driven Framework for Stability, Predictability, and Identity Formation in Stateless Transformer Models
The Cognitive Interface: Longitudinal Human Constraint as a Missing Variable in AI Alignment Toward a Human-Driven Framework for Stability, Predictability, and Identity Formation in Stateless Transformer Models Open
Current AI alignment frameworks focus almost entirely on training time techniques, including supervised fine-tuning, reinforcement learning from human feedback, safety filters, and preference modeling. These approaches assume that reliable…
View article: Timely Information for Strategic Persuasion
Timely Information for Strategic Persuasion Open
This work investigates a dynamic variant of Bayesian persuasion, in which a strategic sender seeks to influence a receiver's belief over time through controlling the timing of the information disclosure, under resource constraints. We cons…
View article: Population Decline Production Function Model: Growth Accounting under Demographic Headwinds
Population Decline Production Function Model: Growth Accounting under Demographic Headwinds Open
This preprint introduces the Population Decline Production Function Model, an extension of traditional growth accounting to societies facing demographic headwinds. The model decomposes effective labor into population, participation, employ…
View article: Population Decline Production Function Model: Growth Accounting under Demographic Headwinds
Population Decline Production Function Model: Growth Accounting under Demographic Headwinds Open
This preprint introduces the Population Decline Production Function Model, an extension of traditional growth accounting to societies facing demographic headwinds. The model decomposes effective labor into population, participation, employ…
View article: Population Decline Production Function Model: Growth Accounting under Demographic Headwinds
Population Decline Production Function Model: Growth Accounting under Demographic Headwinds Open
This preprint introduces the Population Decline Production Function Model, an extension of traditional growth accounting to societies facing demographic headwinds. The model decomposes effective labor into population, participation, employ…
View article: Population Decline Production Function Model: Growth Accounting under Demographic Headwinds
Population Decline Production Function Model: Growth Accounting under Demographic Headwinds Open
This preprint introduces the Population Decline Production Function Model, an extension of traditional growth accounting to societies facing demographic headwinds. The model decomposes effective labor into population, participation, employ…
View article: THE RENTIER-ASSET IMPOSSIBILITY THEOREM and The Asset-Pricing Constraint on Essential Supply
THE RENTIER-ASSET IMPOSSIBILITY THEOREM and The Asset-Pricing Constraint on Essential Supply Open
This working paper introduces a unified theoretical framework explaining why essential goods have diverged from median wages since 1973. It advances three core contributions: (1) the Rentier–Asset Impossibility Theorem (RAIT), (2) the Asse…
View article: Data Sheet 1_Balancing innovation and affordability in relapsing-remitting multiple sclerosis: a budget impact analysis from Saudi Arabia.pdf
Data Sheet 1_Balancing innovation and affordability in relapsing-remitting multiple sclerosis: a budget impact analysis from Saudi Arabia.pdf Open
Introduction Relapsing-Remitting Multiple Sclerosis (RRMS) is the most prevalent form of multiple sclerosis, characterized by episodic neurological deterioration and recovery. The rising burden of RRMS in Saudi Arabia, underscores the need…
View article: THE RENTIER-ASSET IMPOSSIBILITY THEOREM and The Asset-Pricing Constraint on Essential Supply
THE RENTIER-ASSET IMPOSSIBILITY THEOREM and The Asset-Pricing Constraint on Essential Supply Open
This working paper introduces a unified theoretical framework explaining why essential goods have diverged from median wages since 1973. It advances three core contributions: (1) the Rentier–Asset Impossibility Theorem (RAIT), (2) the Asse…