MIA Talks Search
Date | Speaker | Affiliations | Title |
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May 26 |
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Primer: TBD |
May 26 |
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TBD | |
May 19 |
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Primer: TBD | |
May 19 |
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TBD | |
May 12 |
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Primer: TBD | |
May 12 |
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TBD | |
May 5 |
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Primer: TBD |
May 5 |
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TBD | |
Apr 28 |
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Primer: TBD |
Apr 28 |
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TBD | |
Apr 21 | NO MEETING THIS WEEK | ||
Apr 14 |
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Primer: TBD |
Apr 14 |
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TBD |
Apr 7 |
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Primer: TBD |
Apr 7 |
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TBD | |
Mar 31 |
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Primer: TBD |
Mar 31 |
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TBD | |
Mar 24 | NO MEETING THIS WEEK | ||
Mar 17 | NO MEETING THIS WEEK | ||
Mar 10 | No primer |
Date | Speaker | Affiliations | Title |
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Mar 10 |
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TBD | |
Mar 3 |
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Primer: TBD |
Mar 3 |
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TBD | |
Feb 24 |
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Primer: TBD |
Feb 24 |
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TBD | |
Feb 17 | NO MEETING THIS WEEK | ||
Feb 10 |
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Primer: TBD | |
Feb 10 |
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Improved viral diagnostics using machine learning-based design | |
Feb 3 | No primer | ||
Feb 3 |
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TBD | |
Jan 27 |
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Primer: Genomic investigations of evolutionary dynamics and epistasis in microbial evolution experiments | |
Jan 27 |
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Predictable patterns in phenotypic evolution |
Date | Speaker | Affiliations | Title |
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Dec 9 | [Video] |
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Large-scale Bayesian inference for GWAS with coupled Markov chain Monte Carlo |
Dec 9 | [Video] |
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Determinants of base editing outcomes from target library analysis and machine learning |
Dec 2 | [Video] |
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Primer: Introduction to ecological models for microbiomes |
Dec 2 | [Video] |
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Toward a statistical mechanics of microbiomes |
Nov 25 | NO MEETING THIS WEEK | ||
Nov 18 | No primer | ||
Nov 18 | [Video] |
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Patterns on pollen: a polysaccharide phase transition process (Note: 11am start) |
Nov 11 | NO MEETING THIS WEEK |
Date | Speaker | Affiliations | Title |
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May 20 | NO MEETING, SEE YOU NEXT SEMESTER! | ||
May 13 |
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Primer: TBD (NOTE: POSTPONED UNTIL FURTHER NOTICE) |
May 13 |
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TBD (NOTE: POSTPONED UNTIL FURTHER NOTICE) |
Date | Speaker | Affiliations | Title |
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Feb 26 | [Video] |
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Smoothed nested testing on directed acyclic graphs |
Feb 19 | NO MEETING | ||
Feb 12 | [Video] |
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Primer: Enforcing Lipschitz constraints for neural networks |
Feb 12 | [Video] |
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Efficient Lipschitz-constrained neural networks |
Feb 5 |
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Screening: VAEs & Deep Inverse Modeling (Note: 10-11am in the Auditorium) | |
Jan 29 | No primer | ||
Jan 29 |
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Topics Groups Nucleation Event (10-11am in Monadnock) |
Date | Speaker | Affiliations | Title |
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May 29 | [Video] |
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Interpretable convolutional networks for regulatory genomics |
May 22 | [Video] |
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Primer: Generative models from NLP for sequence data |
May 22 | [Video] |
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Alignment-free models for protein and antibody design |
May 15 | [Video] |
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Primer: Mechanisms for generalized learning across tasks and environments |
May 15 | [Video] |
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Personalized HeartSteps: A reinforcement learning algorithm for optimizing physical activity |
Date | Speaker | Affiliations | Title |
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Dec 13 | [Video] |
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In search of lost time: Reconstructing the evolutionary history of cancer genomes |
Dec 6 | [Video] |
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Primer: Integrated, tissue-specific analysis of biological data |
Dec 6 |
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From genome to networks: A data-driven, tissue-specific view of human disease | |
Nov 29 |
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Primer: Introduction to Hi-C | |
Nov 29 |
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A 3D Code in the human genome | |
Nov 15 | [Video] |
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Machine-learning-based CRISPR guide design |
Nov 8 | [Video] |
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Automated Machine Learning |
Nov 1 | [Video] |
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Message passing algorithms for cryo-EM and synchronization |
Oct 25 | [Video] |
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Primer: Hypothesis testing and measures of dependence |
Oct 25 | [Video] |
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Detecting novel associations in large data sets |
Date | Speaker | Affiliations | Title |
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Dec 14 | [Video] |
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What is a compiler? |
Dec 14 | [Video] |
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Compiling probabilistic programs |
Dec 7 | [Video] |
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Mass spectrometry-based proteomics |
Dec 7 | [Video] |
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Spectral unmixing for next-generation mass spectrometry proteomics |
Nov 16 | [Video] |
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Practical recommendations for training convolutional neural nets |
Nov 16 | [Video] |
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Deep learning for computational pathology |
Nov 9 | [Video] |
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Dirichlet processes |
Nov 9 | [Video] |
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Algorithms for reconstructing tumor evolution |
Nov 2 | [Video] |
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Integrative, interpretable deep learning frameworks for regulatory genomics and epigenomics |
Oct 26 | [Video] |
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Automatic differentiation, the algorithm behind all deep neural networks |
Date | Speaker | Affiliations | Title |
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Jun 1 |
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Identifying molecular markers for cancer treatment from big data | |
May 25 |
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MIA Breakfast Social |
May 18 | [Video] |
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Basic introduction to distributed computation |
May 18 | [Video] |
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Scaling data analysis with Apache Spark |
May 11 | [Video] |
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Variational Bayesian inference |
May 11 | [Video] |
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Scaling and generalizing variational inference |
May 4 | [Video] |
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Gaussian processes |
May 4 | [Video] |
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Bayesian structured sparsity: Rethinking sparse regression |
Apr 27 | [Video] |
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Linear codes |
Apr 27 | [Video] |
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Compressed experiments |
Apr 27 | [Video] |
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The science of information: Case studies from DNA and RNA assembly |
Date | Speaker | Affiliations | Title |
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Feb 10 |
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Primer: Principal component analysis (PCA) | |
Feb 10 |
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Systems biology: Can mathematics lead experiments? | |
Feb 3 |
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Judging the importance of human mutations using evolutionary models | |
Jan 27 |
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Genomic medicine: Will software eat bio? |
Date | Speaker | Affiliations | Title |
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Jul 27 |
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Challenges in normalization of RNAseq data | |
Jul 20 |
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LD score regression for distinguishing confounding from polygenicity | |
Jul 13 |
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Introduction to evolutionary algorithms and NEAT |
Jul 6 |
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The Chinese restaurant process and Indian buffet process | |
Jun 29 |
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Introduction to Dirichlet processes |
Date | Speaker | Affiliations | Title |
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Jun 22 |
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Conjugate priors and Hardy-Weinberg equilibrium (Bishop, Ch2) | |
Jun 15 |
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Discussion of Pachter's p-value prize | |
Jun 8 |
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Choosing priors in Bayesian inference | |
Jun 1 |
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Graph-based genetic sequence representation |
Date | Speaker | Affiliations | Title |
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Dec 15 |
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Non-linear dimensional reduction: tSNE and diffusion maps | |
Dec 8 |
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Non-negative matrix factorization (NMF) | |
Nov 24 |
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Principle component analysis (PCA) and the Marchenko-Pastur law | |
Nov 3 |
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Puzzle day: Drunk Monty Hall, the two envelopes, the bloody crime scene, and Simpson's paradox | |
Oct 27 |
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Optimal coverage in rare variant association studies |
Date | Speaker | Affiliations | Title |
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Oct 20 |
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Detecting sample swap | |
Oct 6 |
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Contingency tables III: Examples in genetics | |
Sep 29 |
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Contingency tables II: Correlation, Pearson chi-squared test, and Fisher exact test | |
Sep 22 |
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Contingency tables I: t-test and z-test |
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