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Rikin Patel

When life gives you data, make insights! 🚀✨

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Sparse Federated Representation Learning for autonomous urban air mobility routing with embodied agent feedback loops

Sparse Federated Representation Learning for autonomous urban air mobility routing with embodied agent feedback loops

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7 min read

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Privacy-Preserving Active Learning for circular manufacturing supply chains in hybrid quantum-classical pipelines

Privacy-Preserving Active Learning for circular manufacturing supply chains in hybrid quantum-classical pipelines

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7 min read
Explainable Causal Reinforcement Learning for deep-sea exploration habitat design across multilingual stakeholder groups

Explainable Causal Reinforcement Learning for deep-sea exploration habitat design across multilingual stakeholder groups

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6 min read
Meta-Optimized Continual Adaptation for heritage language revitalization programs with inverse simulation verification

Meta-Optimized Continual Adaptation for heritage language revitalization programs with inverse simulation verification

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8 min read
Self-Supervised Temporal Pattern Mining for circular manufacturing supply chains with inverse simulation verification

Self-Supervised Temporal Pattern Mining for circular manufacturing supply chains with inverse simulation verification

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8 min read
Sparse Federated Representation Learning for autonomous urban air mobility routing for low-power autonomous deployments

Sparse Federated Representation Learning for autonomous urban air mobility routing for low-power autonomous deployments

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7 min read
Privacy-Preserving Active Learning for circular manufacturing supply chains for extreme data sparsity scenarios

Privacy-Preserving Active Learning for circular manufacturing supply chains for extreme data sparsity scenarios

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Edge-to-Cloud Swarm Coordination for planetary geology survey missions with ethical auditability baked in

Edge-to-Cloud Swarm Coordination for planetary geology survey missions with ethical auditability baked in

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Cross-Modal Knowledge Distillation for sustainable aquaculture monitoring systems with embodied agent feedback loops

Cross-Modal Knowledge Distillation for sustainable aquaculture monitoring systems with embodied agent feedback loops

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AI Model Optimization for Production Deployment - 20251109_225525

AI Model Optimization for Production Deployment - 20251109_225525

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Quantum-Resistant Federated Learning with Homomorphic Encryption for Cross-Silo Medical AI Systems

Quantum-Resistant Federated Learning with Homomorphic Encryption for Cross-Silo Medical AI Systems

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Quantum-Resistant Federated Learning: Securing Distributed Model Training Against Post-Quantum Cryptographic Threats

Quantum-Resistant Federated Learning: Securing Distributed Model Training Against Post-Quantum Cryptographic Threats

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Quantum-Resistant Federated Learning: Securing Distributed Model Training Against Future Cryptanalytic Attacks

Quantum-Resistant Federated Learning: Securing Distributed Model Training Against Future Cryptanalytic Attacks

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Quantum-Resistant Federated Learning: Implementing Post-Quantum Cryptography for Secure Model Aggregation in Cross-Silo Envir...

Quantum-Resistant Federated Learning: Implementing Post-Quantum Cryptography for Secure Model Aggregation in Cross-Silo Envir...

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7 min read
Quantum-Resistant Federated Learning: Implementing Post-Quantum Cryptography in Cross-Silo Model Aggregation

Quantum-Resistant Federated Learning: Implementing Post-Quantum Cryptography in Cross-Silo Model Aggregation

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7 min read
Quantum-Resistant Federated Learning: Implementing Post-Quantum Cryptography in Cross-Silo Model Aggregation

Quantum-Resistant Federated Learning: Implementing Post-Quantum Cryptography in Cross-Silo Model Aggregation

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6 min read
Quantum-Resistant Federated Learning with Homomorphic Encryption for Medical Imaging Diagnostics

Quantum-Resistant Federated Learning with Homomorphic Encryption for Medical Imaging Diagnostics

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8 min read
Quantum-Resistant Federated Learning: Securing Distributed Model Training Against Post-Quantum Cryptography Threats

Quantum-Resistant Federated Learning: Securing Distributed Model Training Against Post-Quantum Cryptography Threats

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8 min read
Quantum-Resistant Federated Learning with Lattice-Based Homomorphic Encryption for Edge AI Systems

Quantum-Resistant Federated Learning with Lattice-Based Homomorphic Encryption for Edge AI Systems

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Quantum-Resistant Federated Learning with Lattice-Based Homomorphic Encryption for Medical Imaging

Quantum-Resistant Federated Learning with Lattice-Based Homomorphic Encryption for Medical Imaging

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8 min read
Encode internal state and context

Encode internal state and context

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Emergent Communication Protocols in Multi-Agent Reinforcement Learning Systems

Emergent Communication Protocols in Multi-Agent Reinforcement Learning Systems

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Each agent contributes based on their expertise

Each agent contributes based on their expertise

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Communication encoding network

Communication encoding network

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Process each modality in parallel

Process each modality in parallel

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Emergent Capabilities in Multi-Modal Agentic Systems: When AI Agents Develop Unexpected Problem-Solving Strategies

Emergent Capabilities in Multi-Modal Agentic Systems: When AI Agents Develop Unexpected Problem-Solving Strategies

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Each agent gets a partial view of the state

Each agent gets a partial view of the state

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Emergent Communication Protocols in Multi-Agent Reinforcement Learning Systems

Emergent Communication Protocols in Multi-Agent Reinforcement Learning Systems

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Emergent Communication Protocols in Multi-Agent Reinforcement Learning Systems

Emergent Communication Protocols in Multi-Agent Reinforcement Learning Systems

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Simple proportional allocation based on observed demands

Simple proportional allocation based on observed demands

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Emergent Coordination in Heterogeneous Multi-Agent Systems Through Differentiable Communication

Emergent Coordination in Heterogeneous Multi-Agent Systems Through Differentiable Communication

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Emergent Coordination in Heterogeneous Multi-Agent Systems Through Differentiable Communication

Emergent Coordination in Heterogeneous Multi-Agent Systems Through Differentiable Communication

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7 min read
Observation processing network

Observation processing network

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7 min read
Emergent Communication Protocols in Multi-Agent Reinforcement Learning Systems

Emergent Communication Protocols in Multi-Agent Reinforcement Learning Systems

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8 min read
Emergent Communication Protocols in Multi-Agent Reinforcement Learning Systems

Emergent Communication Protocols in Multi-Agent Reinforcement Learning Systems

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Concatenate observation with received messages

Concatenate observation with received messages

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Observation processing

Observation processing

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Update positions based on actions

Update positions based on actions

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Environment dynamics

Environment dynamics

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Emergent Tool Discovery in Self-Evolving AI Agent Ecosystems

Emergent Tool Discovery in Self-Evolving AI Agent Ecosystems

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Neuroevolutionary Optimization of Spiking Neural Networks for Edge AI Deployment

Neuroevolutionary Optimization of Spiking Neural Networks for Edge AI Deployment

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Emergent Tool Discovery and Integration in Autonomous AI Agent Ecosystems

Emergent Tool Discovery and Integration in Autonomous AI Agent Ecosystems

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Environment transitions based on all agents' actions

Environment transitions based on all agents' actions

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Encode observations into messages

Encode observations into messages

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The Neural Network Odyssey: From Biological Inspiration to AI Revolution

The Neural Network Odyssey: From Biological Inspiration to AI Revolution

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Emergent Coordination in Heterogeneous Multi-Agent Systems Through Differentiable Communication

Emergent Coordination in Heterogeneous Multi-Agent Systems Through Differentiable Communication

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8 min read
Decentralized Federated Learning with Differential Privacy and Byzantine-Robust Aggregation

Decentralized Federated Learning with Differential Privacy and Byzantine-Robust Aggregation

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Implementing Emergent Tool Synthesis in Multi-Agent AI Systems for Dynamic Problem Solving

Implementing Emergent Tool Synthesis in Multi-Agent AI Systems for Dynamic Problem Solving

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Implementing Emergent Tool Use in Multi-Agent Systems Through Meta-Learning and Differentiable Computation

Implementing Emergent Tool Use in Multi-Agent Systems Through Meta-Learning and Differentiable Computation

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Implementing Self-Evolving Neural Networks with Meta-Learning and Automated Architecture Search

Implementing Self-Evolving Neural Networks with Meta-Learning and Automated Architecture Search

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Implementing Emergent Tool Use in Multi-Agent AI Systems Through Meta-Learning and Environment Scaffolding

Implementing Emergent Tool Use in Multi-Agent AI Systems Through Meta-Learning and Environment Scaffolding

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Advanced WebAssembly Performance Optimization: Pushing the Limits of Web Performance

Advanced WebAssembly Performance Optimization: Pushing the Limits of Web Performance

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Machine Learning Model Optimization at Scale: From Theory to Production

Machine Learning Model Optimization at Scale: From Theory to Production

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Leveraging Python for Efficient Cold Email Outreach to Recruiters: A Practical Guide

Leveraging Python for Efficient Cold Email Outreach to Recruiters: A Practical Guide

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Unleashing AWS CDK: A Developer's Gateway to Cloud Infrastructure

Unleashing AWS CDK: A Developer's Gateway to Cloud Infrastructure

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Harnessing Cron Job Scheduling Strategies for Advanced EC2 Cost Optimization in Enterprise IT Environments

Harnessing Cron Job Scheduling Strategies for Advanced EC2 Cost Optimization in Enterprise IT Environments

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Efficient Data Validation and S3 Upload with Python: A Deep Dive into S3Loader Utility

Efficient Data Validation and S3 Upload with Python: A Deep Dive into S3Loader Utility

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Setting up MySQL on Amazon EC2 using Homebrew

Setting up MySQL on Amazon EC2 using Homebrew

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Unraveling the Script: A Dive into Dynamic Data Fetching and Storage

Unraveling the Script: A Dive into Dynamic Data Fetching and Storage

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