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Reproduction: Revisiting the Bertrand Paradox via Equilibrium Analysis of No-regret Learners
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tomyimkc
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Reproduction: Provably Data-driven Multiple Hyper-parameter Tuning with Structured Loss Function
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Reproduction: High-Probability Convergence Guarantees of Decentralized SGD
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Reproduction: Online Packet Scheduling with Deadlines and Learning
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Reproduction: Sample Complexity Bounds for Robust Mean Estimation with Mean-Shift Contamination
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Reproduction: Sharp Inequalities between Total Variation and Hellinger Distances for Gaussian Mixtures
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Reproduction: Dynamic Regret via Discounted-to-Dynamic Reduction with Applications to Curved Losses and Adam Optimizer
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Reproduction: Learning in Structured Stackelberg Games
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Reproduction: Softmax as Linear Attention in the Large-Prompt Regime: a Measure-based Perspective
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Reproduction: Optimal Regret for Policy Optimization in Contextual Bandits
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Reproduction: Tighter Regret Lower Bound for Gaussian Process Bandits with Squared Exponential Kernel in Hypersphere
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Reproduction: Why Agentic Theorem Prover Works: A Statistical Provability Theory of Mathematical Reasoning Models
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Reproduction: Finite and Corruption-Robust Regret Bounds in Online Inverse Linear Optimization under M-Convex Action Sets
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Reproduction: On Regret Bounds of Thompson Sampling for Bayesian Optimization
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Sophia Governance, Safety & Code
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Sophia Epistemic & Metacognition
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Sophia Wisdom & Virtues
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Sophia World Model
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Sophia Training: RLVR & LoRA
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Sophia Prosoche: Interactive Decision-Making
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Sophia Training Tracker
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Repro - On Structured State-Space Duality
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