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Beyond Immediate Click: Engagement-Aware and MoE-Enhanced Transformers for Sequential Movie Recommendation
TLDR: This paper from Amazon Prime Video presents a sophisticated, multi-component ML system for sequential movie recommendation that moves beyond…
Nov 16
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Ludovico Bessi
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[Bonus] The most overloaded role: "Machine learning engineer"
Sep 10
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Ludovico Bessi
6
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58. My personal blueprint to get up and running fast when joining a new company / new team.
Oct 13, 2024
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Ludovico Bessi
25
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Beyond RLHF with Rubrics as Rewards
Oct 22
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Ludovico Bessi
5
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Foundation Model for In-Context Learning on Relational Data
relational data is kinda important :D
Nov 12
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Ludovico Bessi
Exploring Scaling Laws of CTR Model for Online Performance Improvement
TLDR: The paper proposes a powerful two-stage ML system design to break through CTR performance plateaus.
Nov 9
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Ludovico Bessi
1
R4ec: Teaching Your Recommender LLMs to Think Twice
TLDR; The Problem: Using Large Language Models (LLMs) for recommendations with simple, one-shot prompts is like using System-1 thinking—fast but…
Nov 2
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Ludovico Bessi
8
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Spiking Brain-Inspired LMs
Hybrid linear MoE LLM
Oct 26
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Ludovico Bessi
6
3
Beyond RLHF with Rubrics as Rewards
TL;DR: The paper "Rubrics as Rewards (RaR)" introduces a framework for LLM alignment that replaces opaque preference-based reward models with…
Oct 22
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Ludovico Bessi
5
2
Agent Learning from Human Feedback (ALHF)
case study directly from databricks!
Oct 19
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Ludovico Bessi
4
1
Deep Dive into Claude Code post mortem
aka reading post mortem is my guilty pleasure!
Oct 15
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Ludovico Bessi
1
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