BEGIN:VCALENDAR
VERSION:2.0
PRODID:-//LxMLS 2026//Schedule//EN
CALSCALE:GREGORIAN
METHOD:PUBLISH
X-WR-CALNAME:LxMLS 2026
X-WR-TIMEZONE:Europe/Lisbon
BEGIN:VTIMEZONE
TZID:Europe/Lisbon
BEGIN:DAYLIGHT
TZOFFSETFROM:+0000
TZOFFSETTO:+0100
TZNAME:WEST
DTSTART:19700329T010000
RRULE:FREQ=YEARLY;BYMONTH=3;BYDAY=-1SU
END:DAYLIGHT
BEGIN:STANDARD
TZOFFSETFROM:+0100
TZOFFSETTO:+0000
TZNAME:WET
DTSTART:19701025T020000
RRULE:FREQ=YEARLY;BYMONTH=10;BYDAY=-1SU
END:STANDARD
END:VTIMEZONE
BEGIN:VEVENT
UID:lxmls2026-001@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260720T080000
DTEND;TZID=Europe/Lisbon:20260720T084500
SUMMARY:Registration
LOCATION:IST Congress Centre\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-002@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260720T084500
DTEND;TZID=Europe/Lisbon:20260720T090000
SUMMARY:Presentation and Welcome
DESCRIPTION:Speaker: Bruno Martins
URL:https://lxmls.github.io/2026/slides/opening.pdf
LOCATION:IST Congress Centre\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
ORGANIZER;CN=Bruno Martins:MAILTO:noreply@lxmls.it.pt
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-003@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260720T090000
DTEND;TZID=Europe/Lisbon:20260720T103000
SUMMARY:Learning with Linear Models (Part 1)
DESCRIPTION:Speaker: Mário Figueiredo
LOCATION:IST Congress Centre\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
ORGANIZER;CN=Mário Figueiredo:MAILTO:noreply@lxmls.it.pt
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-004@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260720T103000
DTEND;TZID=Europe/Lisbon:20260720T110000
SUMMARY:Coffee Break and Networking Activity
LOCATION:IST Congress Centre (room 2)\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-005@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260720T110000
DTEND;TZID=Europe/Lisbon:20260720T123000
SUMMARY:Learning with Linear Models (Part 2)
DESCRIPTION:Speaker: Mário Figueiredo
LOCATION:IST Congress Centre\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
ORGANIZER;CN=Mário Figueiredo:MAILTO:noreply@lxmls.it.pt
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-006@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260720T123000
DTEND;TZID=Europe/Lisbon:20260720T140000
SUMMARY:Lunch Break
LOCATION:University Canteen (Pavilhão de Civil)\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-007@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260720T140000
DTEND;TZID=Europe/Lisbon:20260720T170000
SUMMARY:Labs: Introduction to the Labs and Machine Learning Fundamentals
LOCATION:Pavilhão de Informática I / III\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-008@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260720T170000
DTEND;TZID=Europe/Lisbon:20260720T190000
SUMMARY:Welcome Reception
DESCRIPTION:Note: no fixed end time listed in the schedule (shown as open-e
 nded)\; duration set to 2h as a placeholder.
LOCATION:Jardim Norte\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
GEO:38.7375159;-9.1394666
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-009@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260721T090000
DTEND;TZID=Europe/Lisbon:20260721T103000
SUMMARY:Introduction to Deep Learning (Part 1)
DESCRIPTION:Speaker: Bhiksha Raj
LOCATION:IST Congress Centre\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
ORGANIZER;CN=Bhiksha Raj:MAILTO:noreply@lxmls.it.pt
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-010@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260721T103000
DTEND;TZID=Europe/Lisbon:20260721T110000
SUMMARY:Coffee Break and Networking Activity
LOCATION:IST Congress Centre (room 2)\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-011@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260721T110000
DTEND;TZID=Europe/Lisbon:20260721T123000
SUMMARY:Introduction to Deep Learning (Part 2)
DESCRIPTION:Speaker: Bhiksha Raj
LOCATION:IST Congress Centre\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
ORGANIZER;CN=Bhiksha Raj:MAILTO:noreply@lxmls.it.pt
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-012@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260721T123000
DTEND;TZID=Europe/Lisbon:20260721T140000
SUMMARY:Lunch Break
LOCATION:University Canteen (Pavilhão de Civil)\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-013@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260721T140000
DTEND;TZID=Europe/Lisbon:20260721T163000
SUMMARY:Labs: Introduction to Deep Learning and Pytorch
LOCATION:Pavilhão de Informática I / III\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-014@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260721T163000
DTEND;TZID=Europe/Lisbon:20260721T170000
SUMMARY:Coffee Break and Networking Activity
LOCATION:IST Congress Centre (room 2)\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-015@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260721T170000
DTEND;TZID=Europe/Lisbon:20260721T180000
SUMMARY:The Fiction Machine
DESCRIPTION:Speaker: Leon Bottou
LOCATION:IST Congress Centre\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
ORGANIZER;CN=Leon Bottou:MAILTO:noreply@lxmls.it.pt
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-016@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260722T090000
DTEND;TZID=Europe/Lisbon:20260722T103000
SUMMARY:Introduction to Sequence Models (Part 1)
DESCRIPTION:Speaker: Noah Smith
LOCATION:IST Congress Centre\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
ORGANIZER;CN=Noah Smith:MAILTO:noreply@lxmls.it.pt
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-017@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260722T103000
DTEND;TZID=Europe/Lisbon:20260722T110000
SUMMARY:Coffee Break and Group Photo in Front of the Main Building
LOCATION:IST Congress Centre (room 2)\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-018@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260722T110000
DTEND;TZID=Europe/Lisbon:20260722T123000
SUMMARY:Introduction to Sequence Models (Part 2)
DESCRIPTION:Speaker: Noah Smith
LOCATION:IST Congress Centre\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
ORGANIZER;CN=Noah Smith:MAILTO:noreply@lxmls.it.pt
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-019@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260722T123000
DTEND;TZID=Europe/Lisbon:20260722T140000
SUMMARY:Lunch Break
LOCATION:University Canteen (Pavilhão de Civil)\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-020@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260722T140000
DTEND;TZID=Europe/Lisbon:20260722T163000
SUMMARY:Labs: Sequence Models
LOCATION:Pavilhão de Informática I / III\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-021@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260722T163000
DTEND;TZID=Europe/Lisbon:20260722T170000
SUMMARY:Coffee Break and Networking Activity
LOCATION:IST Congress Centre (room 2)\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-022@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260722T170000
DTEND;TZID=Europe/Lisbon:20260722T180000
SUMMARY:The ladder of intelligence – Toward Reasoning\, Planning\, and Acti
 ng Beyond Book Intelligence
DESCRIPTION:Speaker: Eric Xing
LOCATION:IST Congress Centre\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
ORGANIZER;CN=Eric Xing:MAILTO:noreply@lxmls.it.pt
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-023@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260722T193000
DTEND;TZID=Europe/Lisbon:20260722T213000
SUMMARY:Banquet Dinner
DESCRIPTION:Note: no fixed end time listed in the schedule (shown as open-e
 nded)\; duration set to 2h as a placeholder.
LOCATION:Casa do Alentejo\, R. das Portas de Santo Antão 58\, 1150-268 Lisboa\, Portugal
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-024@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260723T090000
DTEND;TZID=Europe/Lisbon:20260723T103000
SUMMARY:Transformers and Large Pretrained Models (Part 1)
DESCRIPTION:Speaker: André Martins
LOCATION:IST Congress Centre\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
ORGANIZER;CN=André Martins:MAILTO:noreply@lxmls.it.pt
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-025@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260723T103000
DTEND;TZID=Europe/Lisbon:20260723T110000
SUMMARY:Coffee Break and Networking Activity
LOCATION:IST Congress Centre (room 2)\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-026@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260723T110000
DTEND;TZID=Europe/Lisbon:20260723T123000
SUMMARY:Transformers and Large Pretrained Models (Part 2)
DESCRIPTION:Speaker: André Martins
LOCATION:IST Congress Centre\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
ORGANIZER;CN=André Martins:MAILTO:noreply@lxmls.it.pt
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-027@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260723T123000
DTEND;TZID=Europe/Lisbon:20260723T140000
SUMMARY:Lunch Break
LOCATION:University Canteen (Pavilhão de Civil)\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-028@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260723T140000
DTEND;TZID=Europe/Lisbon:20260723T163000
SUMMARY:Labs: Transformers
LOCATION:Pavilhão de Informática I / III\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-029@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260723T163000
DTEND;TZID=Europe/Lisbon:20260723T170000
SUMMARY:Coffee Break and Networking Activity
LOCATION:IST Congress Centre (room 2)\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-030@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260723T170000
DTEND;TZID=Europe/Lisbon:20260723T180000
SUMMARY:Reinforcement Learning and Test Time Adaptation
DESCRIPTION:Speaker: Zita Marinho
LOCATION:IST Congress Centre\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
ORGANIZER;CN=Zita Marinho:MAILTO:noreply@lxmls.it.pt
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-031@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260724T090000
DTEND;TZID=Europe/Lisbon:20260724T103000
SUMMARY:Causality (Part 1)
DESCRIPTION:Speaker: Adèle Ribeiro
LOCATION:IST Congress Centre\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
ORGANIZER;CN=Adèle Ribeiro:MAILTO:noreply@lxmls.it.pt
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-032@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260724T103000
DTEND;TZID=Europe/Lisbon:20260724T110000
SUMMARY:Coffee Break and Networking Activity
LOCATION:IST Congress Centre (room 2)\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-033@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260724T110000
DTEND;TZID=Europe/Lisbon:20260724T123000
SUMMARY:Causality (Part 2)
DESCRIPTION:Speaker: Adèle Ribeiro
LOCATION:IST Congress Centre\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
ORGANIZER;CN=Adèle Ribeiro:MAILTO:noreply@lxmls.it.pt
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-034@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260724T123000
DTEND;TZID=Europe/Lisbon:20260724T140000
SUMMARY:Lunch Break
LOCATION:University Canteen (Pavilhão de Civil)\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-035@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260724T140000
DTEND;TZID=Europe/Lisbon:20260724T153000
SUMMARY:Panel Discussion: From Tokens to Thoughts: The Changing Roles of La
 nguage and Learning
DESCRIPTION:Moderator: Isabel Trancoso\\nPanelists: Adèle H. Ribeiro\, Arli
 ndo Oliveira\, Ivan Titov\, Mário Figueiredo\, and Raquel Fernández
LOCATION:IST Congress Centre\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
ORGANIZER;CN=Isabel Trancoso (Moderator):MAILTO:noreply@lxmls.it.pt
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-036@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260724T153000
DTEND;TZID=Europe/Lisbon:20260724T170000
SUMMARY:Coffee Break and Networking Activity
LOCATION:IST Congress Centre (room 2)\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-037@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260724T170000
DTEND;TZID=Europe/Lisbon:20260724T180000
SUMMARY:Post-training for Reasoning in LLMs: Learning vs reshaping\, genera
 lization and failure modes
DESCRIPTION:Speaker: Ivan Titov
LOCATION:IST Congress Centre\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
ORGANIZER;CN=Ivan Titov:MAILTO:noreply@lxmls.it.pt
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-038@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260725T090000
DTEND;TZID=Europe/Lisbon:20260725T103000
SUMMARY:Vision and Language (Part 1)
DESCRIPTION:Speaker: Desmond Elliott
LOCATION:IST Congress Centre\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
ORGANIZER;CN=Desmond Elliott:MAILTO:noreply@lxmls.it.pt
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-039@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260725T103000
DTEND;TZID=Europe/Lisbon:20260725T110000
SUMMARY:Coffee Break and Networking Activity
LOCATION:IST Congress Centre (room 2)\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-040@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260725T110000
DTEND;TZID=Europe/Lisbon:20260725T123000
SUMMARY:Vision and Language (Part 2)
DESCRIPTION:Speaker: Desmond Elliott
LOCATION:IST Congress Centre\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
ORGANIZER;CN=Desmond Elliott:MAILTO:noreply@lxmls.it.pt
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-041@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260725T123000
DTEND;TZID=Europe/Lisbon:20260725T140000
SUMMARY:Lunch Break
LOCATION:University Canteen (Pavilhão de Civil)\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-042@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260725T140000
DTEND;TZID=Europe/Lisbon:20260725T163000
SUMMARY:Labs: Vision and Language
LOCATION:Pavilhão de Informática I / III\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-043@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260725T163000
DTEND;TZID=Europe/Lisbon:20260725T170000
SUMMARY:Coffee Break and Networking Activity
LOCATION:IST Congress Centre (room 2)\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-044@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260725T170000
DTEND;TZID=Europe/Lisbon:20260725T180000
SUMMARY:Modelling Multimodal Human Cognition with VLMs
DESCRIPTION:Speaker: Raquel Fernández
LOCATION:IST Congress Centre\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
ORGANIZER;CN=Raquel Fernández:MAILTO:noreply@lxmls.it.pt
END:VEVENT
BEGIN:VEVENT
UID:lxmls2026-045@lxmls.it.pt
DTSTAMP:20260720T074040Z
DTSTART;TZID=Europe/Lisbon:20260725T180000
DTEND;TZID=Europe/Lisbon:20260725T183000
SUMMARY:Closing Session
DESCRIPTION:Speaker: Ramón Astudillo
LOCATION:IST Congress Centre\, Av. Rovisco Pais 1\, 1049-001 Lisboa\, Portugal
ORGANIZER;CN=Ramón Astudillo:MAILTO:noreply@lxmls.it.pt
END:VEVENT
END:VCALENDAR