Robert Francis PRO
AI & ML interests
Recent Activity
Organizations
Meccanoid Embodied Lab
Simulated Meccanoid G15 driven by neural controllers
AGILLM 3 Chat ZeroGPU
Chat with AGILLM 3 Polish‑language assistant
AGILLM 3 Chat
Chat with an AI assistant in Polish
Repro - Row-Stochastic Matrices Can Provably Outperform Doubly Stochastic Matrices in Decentralized Learning
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Repro - Online Learning with Recency: Algorithms for Sliding-window Streaming Multi-armed Bandits
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Repro - All ERMs Can Fail in Stochastic Convex Optimization: Lower Bounds in Linear Dimension
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Repro - Near-Optimal Convergence of Accelerated Gradient Methods under Generalized and (L0,L1)-Smoothness
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Repro - SPEED-Bench: A Unified and Diverse Benchmark for Speculative Decoding
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Reproduction: Revenue Guarantees of No-Swap-Regret Dynamics in First Price Auctions
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Repro - Combinatorial Sparse PCA Beyond the Spiked Identity Model
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Repro - On Densest k-Subgraph Mining and Diagonal Loading: Optimization Landscape and Finite-Step Exact Convergence Analysis
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Repro - Towards Optimal Robustness in Learning-Augmented Paging
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Repro - Learning to Theorize the World from Observation
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Repro - Reinforcement Learning with Pairwise Preferences in Long-Term Decision Problems
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Repro - Learning-Augmented Online Covering Problems
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Repro - Approximating f-Divergences with Rank Statistics
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Repro - Balancing Understanding and Generation in Discrete Diffusion Models
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Repro - Weak Diffusion Priors Can Still Achieve Strong Inverse-Problem Performance
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Repro - Minimum Distance Summaries for Robust Neural Posterior Estimation
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Repro - FlashOptim: Optimizers for Memory-Efficient Training
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Repro - Diffusion Bridge or Flow Matching? A Unifying Framework and Comparative Analysis
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Repro - Ranking Free RAG: Replacing Re-ranking with Selection in RAG for Sensitive Domains
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Repro - Transformers Efficiently Perform In-Context Logistic Regression via Normalized Gradient Descent
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