TOP 10 conferencias de investigación de ML y Data para estar al dia : ICLR, neurIPS, VLDB, sysML

#machinelearning #ICML #neurIPS #ICLR #VLDB En este video vamos a analizar las top 10 conferencias , a mi juicio mas relevantes del mundo de ML y Data, en concreto veremos: ICML: International Conference on Machine Learning neuRIPS: Neural Information Processing Systems ICLR: International Conference on Learning Representations VLDB: Very Large Databases SIGMOD PODS: Symposium on Principles of Database Systems MLSys: Systems for Machine Learning. Otros congresos de industria Repasamos por encima algunos de los papers mas relevantes de las ultimas ediciones incluyendo: Unbiased Gradient Estimation in Unrolled Computation Graphs with Persistent Evolution Strategies Optimal Complexity in Decentralized Training (Mencion a este video:    • ¿Cómo escalar un proceso de entrenamiento ...  ) Improved guarantees and a multiple-descent curve for Column Subset Selection and the Nystr¨om method Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with 1/n parameters Scaling Attributed Network Embedding to Massive Graphs Are we ready for learned cardinality estimation AutoExecutor: Predictive Parallelism for Spark SQL Queries Bao: Making Learned Query Optimization Practical Data Movement Is All You Need: A Case Study on Optimizing Transformers Sígueme en: 👉twitter: @luisvelasco 👉medium:   / velascoluis   👉github: https://github.com/velascoluis